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ORCIDBIBM 2018: Madrid, Spain
- Huiru Jane Zheng, Zoraida Callejas, David Griol, Haiying Wang, Xiaohua Hu, Harald H. H. W. Schmidt, Jan Baumbach, Julie Dickerson, Le Zhang:
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, Madrid, Spain, December 3-6, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-5488-0 - Junjie Zhang, Liping Wang, Wenjie Zhang
, Junjie Yao:
A Signal Quality Assessment Method for Electrocardiography Acquired by Mobile Device. 1-3 - Chi Wang, Hong Song, Lei Chen, Qiang Li, Jian Yang, Xiaohua Tony Hu, Le Zhang:
Automatic Liver Segmentation Using Multi-plane Integrated Fully Convolutional Neural Networks. 1-6 - Wenjun Tan, Ying Kang, Zhiwei Dong, Jinzhu Yang, Ying Su, Li Zhang, Lisheng Xu, Dazhe Zhao:
An Extracting Method of Symmetry Plane from Head CT images for Surgery Based on OBB and Image Mutual Information. 1-8 - Harald H. H. W. Schmidt:
REPO-TRIAL: Common mechanism-based drug repurposing and endophenotyping. 1-2 - Christian Rohrandt, Nadine Kraft, Pay Gießelmann, Bjorn Brandl, Bernhard M. Schuldt, Ulrich Jetzek, Franz-Josef Müller:
Nanopore SimulatION - a raw data simulator for Nanopore Sequencing. 1-8 - Qingqing Li, Zhihao Yang, Zhehuan Zhao, Ling Luo, Zhiheng Li, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang, Yijia Zhang:
HMNPPID: A Database of Protein-protein Interactions Associated with Human Malignant Neoplasms. 1-3 - Jan Baumbach:
From gene panels to systems medicine. 3 - Xuegong Zhang:
An Overview of Bioinformatics Challenges for Human Cell Atlas. 4 - Mohsen Sheikh Hassani, James R. Green:
Active Learning for microRNA Prediction. 5-12 - Junning Gao, Shuwei Yao, Hiroshi Mamitsuka, Shanfeng Zhu:
AiProAnnotator: Low-rank Approximation with network side information for high-performance, large-scale human Protein abnormality Annotator. 13-20 - Tong Liu, Zheng Wang:
Measuring the three-dimensional structural properties of topologically associating domains. 21-28 - Basir Shariat, Don Neumann, Asa Ben-Hur:
BLRM: A Basic Linear Ranking Model for Protein Interface Prediction. 29-35 - Kiran Tomlinson, Layla Oesper:
Examining Tumor Phylogeny Inference in Noisy Sequencing Data. 36-43 - Jyotsna Talreja Wassan, Haiying Wang, Fiona Browne, Huiru Zheng:
PAAM-ML: A novel Phylogeny and Abundance aware Machine Learning Modelling Approach for Microbiome Classification. 44-49 - Wen Zhang, Guifeng Tang, Siman Wang, Yanlin Chen, Shuang Zhou, Xiaohong Li:
Sequence-derived linear neighborhood propagation method for predicting lncRNA-miRNA interactions. 50-55 - Nasrin Akhter, Jing Lei, Wanli Qiao, Amarda Shehu:
Reconstructing and Decomposing Protein Energy Landscapes to Organize Structure Spaces and Reveal Biologically-active States. 56-60 - Zhi-Zhong Chen, Shohei Ueta, Jingyu Li, Lusheng Wang:
Finding a Center Tree of Phylogenetic Trees via Leaf Removal. 61-64 - Xiuquan Du, Yanyu Diao, Yu Yao, Huaixu Zhu, Yuan-Ting Yan, Yanping Zhang:
DeepMVF-RBP: Deep Multi-view Fusion Representation Learning for RNA-binding Proteins Prediction. 65-68 - Yaosen Min, Shang Liu, Chenyao Lou, Xuefeng Cui:
Learning Protein Structural Fingerprints under the Label-Free Supervision of Domain Knowledge. 69-74 - Cleiton Monteiro, Vinício F. Mendes, Giovanni Comarela, Sabrina de Azevedo Silveira:
Using supervised learning successful descriptors to perform protein structural classification through unsupervised learning. 75-78 - Agnieszka Mykowiecka, Anna Muszewska, Pawel Górecki:
Inferring time-consistent and well-supported horizontal gene transfers. 79-83 - Barbara Poszewiecka, Pawel Stankiewicz, Tomasz Gambin, Anna Gambin:
TADeus-a tool for clinical interpretation of structural variants modifying chromatin organization. 84-87 - Mark Rozanov, Haim J. Wolfson:
AAnchor: CNN guided detection of anchor amino acids in high resolution cryo-EM density maps. 88-91 - Shu Zhang, Ruizhi Wang, Daming Zhu, Haitao Jiang, Haodi Feng, Jiong Guo, Xiaowen Liu:
The Longest Common Exemplar Subsequence Problem. 92-95 - Krzysztof Gogolewski, Marcin Kostecki, Anna Gambin:
Renal cell carcinoma classification: a case study of pitfalls associated with metabolic landscape analysis. 96-101 - Yuexu Jiang, Duolin Wang, Dong Xu, Trupti Joshi:
Integrating Gene Expression Data and Pathway Knowledge for In Silico Hypothesis Generation with IMPRes. 102-107 - Dan Liu, Xiaohua Hu, Tingting He, Xingpeng Jiang:
Virus-host Association Prediction by using Kernelized Logistic Matrix Factorization on Heterogeneous Networks. 108-113 - Xiaoke Ma, Penggang Sun:
Fusing heterogeneous genomic data to discover cancer progression related dynamic modules. 114-121 - Farhad Maleki, Katie L. Ovens, Ian McQuillan, Anthony J. Kusalik:
Sample Size and Reproducibility of Gene Set Analysis. 122-129 - Daniele Pepe, Kim De Keersmaecker:
Analysis of Gene Expression Data of RPL10 Mutant T-Cell Leukemia by SEMsubPA. 130-135 - Bo Song, Jianliang Gao, Hongliang Du, Zheng Chen, Xiaohua Hu:
Aligning Multiple PPI Networks with Representation Learning on Networks. 136-141 - Weichen Song, Guan Ning Lin, Sufang Peng, Yanhua Zhang, Yifeng Shen, Huafang Li, Shunying Yu:
Genome-Wide miRNA Expression Alterations in Nucleus Accumbens Provide Insights into Chronic Stress and Treatment in Depression. 142-148 - Tao Wang, Jiajie Peng, Yadong Wang, Jin Chen:
Identifying Representative Network Motifs for Inferring Higher-order Structure of Biological Networks. 149-156 - Yunpei Xu, Hong-Dong Li, Yi Pan, Feng Luo, Jianxin Wang:
BioRank: A Similarity Assessment Method for Single Cell Clustering. 157-162 - Ibrahim Youssef, Jeffrey N. Law, Anna M. Ritz:
Integrating Protein Localization with Automated Signaling Pathway Reconstruction. 163-168 - Han Zhang, Xueting Huo, Xia Guo, Xin Su, Xiongwen Quan, Chen Jin:
A Disease-related Gene Mining Method Based On Weakly Supervised Learning Model. 169-174 - Hongjie Chen, Xun Wang, Xuan Zhang, Xiangxiang Zeng, Tao Song, Alfonso Rodríguez-Patón:
LncRNA-disease association prediction based on neighborhood information aggregation in neural network. 175-178 - Arfeen Khalid, Sumit Kumar Jha:
Calibration of Rule-Based Stochastic Biochemical Models using Statistical Model Checking. 179-184 - Sajal Kumar, Hua Zhong, Ruby Sharma, Yiyi Li, Mingzhou Song:
Scrutinizing functional interaction networks from RNA-binding proteins to their targets in cancer. 185-190 - Xiaoxia Liu, Zhihao Yang, Shengtian Sang, Lei Wang, Yin Zhang, Hongfei Lin, Bo Xu, Yijia Zhang, Liang Yang, Kan Xu, Jian Wang:
PC-SENE: A node embedding based method for protein complex detection. 191-192 - Yingiun Ma, Limin Yu, Tingting He, Xiaohua Hu, Xingpeng Jiang:
Prediction of Long Non-coding RNA-protein Interaction through Kernel Soft-neighborhood Similarity. 193-196 - Yingiun Ma, Leixin Ge, Yuanyuan Ma, Xingpeng Jiang, Tingting He, Xiaohua Hu:
Kernel Soft-neighborhood Network Fusion for MiRNA-Disease Interaction Prediction. 197-200 - David Martin, Vincent Maillol, Eric Rivals:
Fast and Accurate Genome-Scale Identification of DNA-Binding Sites. 201-205 - Xianjun Shen, Xue Gong, Xingpeng Jiang, Jincai Yang, Tingting He, Xiaohua Hu:
High-order Organization of Weighted Microbial Interaction Network. 206-209 - Bo Xu, Kun Li, Xiaoxia Liu, Delong Liu, Yijia Zhang, Hongfei Lin, Zhihao Yang, Jian Wang, Feng Xia:
Protein Complexes Detection Based on Global Network Representation Learning. 210-213 - Pourya Naderi Yeganeh, Erik Saule, M. Taghi Mostafavi:
Centrality of cancer-related genes in human biological pathways: A graph analysis perspective. 214-218 - Yilei Fu, Tao Jiang, Bo Liu, Yadong Wang:
rCANID: read Clustering and Assembly-based Novel Insertion Detection tool. 219-226 - Hongzhe Guo, Bo Liu, Dengfeng Guan, Yilei Fu, Yadong Wang:
Fast variation-aware read alignment with deBGA-VARA. 227-233 - Joyce Kang, Benjamin Siranosian, Eli Moss, Tessa Andermann, Ami Bhatt:
Read cloud sequencing elucidates microbiome dynamics in a hematopoietic cell transplant patient. 234-241 - Meng Lu:
An embedded method for gene identification in heterogenous data involving unwanted heterogeneity. 242-247 - Qiang Zhu, Min Pan, Lei Liu, Bojing Li, Tingting He, Xingpeng Jiang, Xiaohua Hu:
An Ensemble Feature Selection Method Based on Deep Forest for Microbiome-Wide Association Studies. 248-253 - Shenglong Zhu, Scott J. Emrich, Danny Z. Chen:
Predicting Local Inversions Using Rectangle Clustering and Representative Rectangle Prediction. 254-259 - Petronela Buiga, Jamie Soul, Jean-Marc Schwartz:
A meta-analysis portal for human breast cancer transcriptomics data: BreastCancerVis. 260-264 - Dengfeng Guan, Bo Liu, Yadong Wang:
deSPI: efficient classification of metagenomics reads with lightweight de Bruijn graph-based reference indexing. 265-269 - Rongjie Wang, Yang Bai, Yan-Shuo Chu, Zhenxing Wang, Yongtian Wang, Mingrui Sun, Junyi Li, Tianyi Zang, Yadong Wang:
DeepDNA: a hybrid convolutional and recurrent neural network for compressing human mitochondrial genomes. 270-274 - Peisen Yuan, Shougang Ren, Huanliang Xu, Jin Chen:
Chrysanthemum Abnormal Petal Type Classification using Random Forest and Over-sampling. 275-278 - Qiang Zhu, Qing Zhu, Min Pan, Xingpeng Jiang, Xiaohua Hu, Tingting He:
The Phylogenetic Tree based Deep Forest for Metagenomic Data Classification. 279-282 - Daniel Asarnow, Rahul Singh:
Determining Dose-Response Characteristics of Molecular Perturbations in Whole-Organism Assays Using Biological Imaging and Machine Learning. 283-290 - Camille Besançon, Alexandre Guillot, Sébastien Blaise, Manuel Dauchez, Nicolas Belloy, Jessica Prévoteau-Jonquet, Stéphanie Baud:
New visualization of dynamical flexibility of N-Glycans: Umbrella Visualization in UnityMol. 291-298 - Mykola Galushka, Fiona Browne, Maurice D. Mulvenna, Raymond R. Bond, Gaye Lightbody:
Toxicity Prediction Using Pre-trained Autoencoder. 299-304 - Ran Wang, Shuai Li, Man Hon Wong, Kwong-Sak Leung:
Drug-Protein-Disease Association Prediction and Drug Repositioning Based on Tensor Decomposition. 305-312 - Daniel Bis, Canlin Zhang, Xiuwen Liu, Zhe He:
Layered Multistep Bidirectional Long Short-Term Memory Networks for Biomedical Word Sense Disambiguation. 313-320 - Imen Chakroun, Nick Michiels, Roel Wuyts:
GPU-accelerated CellProfiler. 321-326 - Sadegh Charmchi, Kumaradevan Punithakumar, Pierre Boulanger:
Optimizing U-Net to Segment Left Ventricle from Magnetic Resonance Imaging. 327-332 - Suyang Dai, Zihan Zhang, Wenxuan Zuo, Xiaodi Huang, Shanfeng Zhu:
GrantExtractor: A Winning System for Extracting Grant Support Information from Biomedical Literature. 333-340 - Arghya Kusum Das, Kisung Lee, Seung-Jong Park:
ParLECH: Parallel Long-Read Error Correction with Hadoop. 341-348 - Jinglong Du, Lulu Wang, Ali Gholipour, Zhongshi He, Yuanyuan Jia:
Accelerated Super-resolution MR Image Reconstruction via a 3D Densely Connected Deep Convolutional Neural Network. 349-355 - Lei Du, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Junwei Han, Lei Guo, Andrew J. Saykin, Li Shen:
Fast Multi-Task SCCA Learning with Feature Selection for Multi-Modal Brain Imaging Genetics. 356-361 - Yongping Du, Bingbing Pei, Xiaozheng Zhao, Junzhong Ji:
Hierarchical Multi-layer Transfer Learning Model for Biomedical Question Answering. 362-367 - Ahmed Fares, Sheng-hua Zhong, Jianmin Jiang:
Region level Bi-directional Deep Learning Framework for EEG-based Image Classification. 368-373 - Jiaqi Guan, Runzhe Li, Sheng Yu, Xuegong Zhang:
Generation of Synthetic Electronic Medical Record Text. 374-380 - Jie Hao, Youngsoon Kim, Tejaswini Mallavarapu, Jung Hun Oh, Mingon Kang:
Cox-PASNet: Pathway-based Sparse Deep Neural Network for Survival Analysis. 381-386 - Satoshi Ito, Masaaki Yadome, Tatsuo Nishiki, Shigeru Ishiduki, Hikaru Inoue, Rui Yamaguchi, Satoru Miyano:
Virtual Grid Engine: Accelerating thousands of omics sample analyses using large-scale supercomputers. 387-392 - Hongryul Ahn, Inuk Jung, Heejoon Chae, Dongwon Kang, Woosuk Jung, Sun Kim:
HTRgene: Integrating Multiple Heterogeneous Time-series Data to Investigate Cold and Heat Stress Response Signaling Genes in Arabidopsis. 393-398 - Dongwon Kang, Hongryul Ahn, Sangseon Lee, Chai-Jin Lee, Jihye Hur, Woosuk Jung, Sun Kim:
Identifying stress-related genes and predicting stress types in Arabidopsis using logical correlation layer and CMCL loss through time-series data. 399-404 - Suyeon Kim, Ishwor Thapa, Hesham H. Ali:
A Graph-Theoretic Approach for Identifying Bacterial Inter-correlations and Functional Pathways in Microbiome Data. 405-411 - Xianghao Kong, Wanzeng Kong, Qiaonan Fan, Qibin Zhao, Andrzej Cichocki:
Task-Independent EEG Identification via Low-Rank Matrix Decomposition. 412-419 - Qi Li, Xuan Wang, Yu Zhang, Fei Ling, Cathy H. Wu, Jiawei Han:
Pattern Discovery for Wide-Window Open Information Extraction in Biomedical Literature. 420-427 - Xusheng Li, Xiaoyan Wang, Ran Zhong, Duo Zhong, Tingting He, Xiaohua Hu, Xingpeng Jiang:
A Hybrid Deep Learning Framework for Bacterial Named Entity Recognition. 428-433 - Kefei Liu, Li Shen, Hui Jian:
A Unified Model for Robust Differential Expression Analysis of RNA-Seq Data. 437-442 - Min Liu, Huiqiong Luo, Yinghui Tan, Xueping Wang, Weixun Chen:
Improved V-Net Based Image Segmentation for 3D Neuron Reconstruction. 443-448 - Min Liu, Chao Wang, Weixun Chen:
3D Neuron Branch Points Detection in Microscopy Images. 449-454 - Min Liu, Lehui Wu, Weili Qian, Yalan Liu:
Cell Tracking Across Noisy Image Sequences Via Faster R-CNN and Dynamic Local Graph Matching. 455-460 - Yuan Luo, Peter Szolovits:
Implementing a Portable Clinical NLP System with a Common Data Model - a Lisp Perspective. 461-466 - Ling Luo, Zhihao Yang, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang, Liang Yang, Kan Xu, Yijia Zhang:
Protein-Protein Interaction Article Classification: A Knowledge-enriched Self-Attention Convolutional Neural Network Approach. 467-469 - Tejaswini Mallavarapu, Jie Hao, Youngsoon Kim, Jung Hun Oh, Mingon Kang:
PASCL: Pathway-based Sparse Deep Clustering for Identifying Unknown Cancer Subtypes. 470-475 - Mario Merone, Panaiotis Finamore, Claudio Pedone, Raffaele Antonelli Incalzi, Giulio Iannello, Paolo Soda:
Discovering COPD phenotyping via simultaneous feature selection and clustering. 476-481 - Ruiqi Qin, Lei Duan, Huiru Zheng, Jesse Li-Ling, Kaiwen Song, Xuan Lan:
RADAR: Representation Learning across Disease Information Networks for Similar Disease Detection. 482-487 - Thomas Brox Røst, Christine Raaen Tvedt, Haldor Husby, Ingrid Andås Berg, Øystein Nytrø:
Capturing Central Venous Catheterization Events in Health Record Texts*. 488-495 - Sheng Ni, Chen Lin, Xiangxiang Zeng, Yun Liang:
Drug Target Interaction Prediction with Non-random Missing Labels. 496-501 - Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Yun Xiong, David W. Bates, Li Zhou:
A Deep Learning Approach to Handling Temporal Variation in Chronic Obstructive Pulmonary Disease Progression. 502-509 - Oliver L. Tessmer, David M. Kramer, Jin Chen:
OLIVER: A Tool for Visual Data Analysis on Longitudinal Plant Phenomics Data. 510-517 - Yongtian Wang, Liran Juan, Jiajie Peng, Tianyi Zang, Yadong Wang:
Predicting candidate disease-related lncRNAs based on network random walk. 524-531 - Shuo Wang, Yang Hua, Yunyun Cao, Tao Song, Zhengui Xue, Xiaoping Gong, Guanjie Wang, Ruhui Ma, Haibing Guan:
Deep Learning based Fetal Middle Cerebral Artery Segmentation in Large-scale Ultrasound Images. 532-539 - Xuan Wang, Yu Zhang, Qi Li, Cathy H. Wu, Jiawei Han:
PENNER: Pattern-enhanced Nested Named Entity Recognition in Biomedical Literature. 540-547 - Yun Xiong, Lu Ruan, Mengjie Guo, Chunlei Tang, Xiangnan Kong, Yangyong Zhu, Wei Wang:
Predicting Disease-related Associations by Heterogeneous Network Embedding. 548-555 - Bo Xu, Hongfei Lin, Liang Yang, Kan Xu, Yijia Zhang, Dongyu Zhang, Zhihao Yang, Jian Wang, Yuan Lin, Fuliang Yin:
Improve Diversity-oriented Biomedical Information Retrieval using Supervised Query Expansion. 556-559 - Bo Xu, Xiufeng Shi, Zhehuan Zhao, Wei Zheng, Hongfei Lin, Zhihao Yang, Jian Wang, Feng Xia:
Full-attention Based Drug Drug Interaction Extraction Exploiting User-generated Content. 560-565 - Bo Yang, Shuhui Liu, Shanmin Pang, Chenpai Pang, Xuequn Shang:
Deep Subspace Similarity Fusion for the Prediction of Cancer Subtypes. 566-571 - Guoxian Yu, Yuehui Wang, Jun Wang, Guangyuan Fu, Maozu Guo, Carlotta Domeniconi:
Weighted matrix factorization based data fusion for predicting lncRNA-disease associations. 572-577 - Na Yu, Ying-Lian Gao, Jin-Xing Liu, Juan Wang, Junliang Shang:
Hypergraph regularized NMF by L2, 1-norm for Clustering and Com-abnormal Expression Genes Selection. 578-582 - Min Zeng, Min Li, Zhihui Fei, Fang-Xiang Wu, Yaohang Li, Yi Pan:
A Deep Learning Framework for Identifying Essential Proteins Based on Protein-Protein Interaction Network and Gene Expression Data. 583-588 - Shuai Zeng, Zhen Lyu, Siva Ratna Kumari Narisetti, Dong Xu, Trupti Joshi:
Knowledge Base Commons (KBCommons) v1.0: A multi OMICS' web-based data integration framework for biological discoveries. 589-594 - Da Zhang, Mansur R. Kabuka:
Multimodal Deep Representation Learning for Protein-Protein Interaction Networks. 595-602 - Guangyu Zhou, Jyun-Yu Jiang, Chelsea J.-T. Ju, Wei Wang:
Inferring Microbial Communities for City Scale Metagenomics Using Neural Networks. 603-608 - Walid Abdullah Al, Il Dong Yun:
Actor-Critic Reinforcement Learning for Automatic Left Atrial Appendage Segmentation. 609-612 - Renato Borges-Junior, Rogerio Salvini, Andrew A. Nierenberg, Gary S. Sachs, Beny Lafer, Rodrigo S. Dias:
Forecasting depressive relapse in Bipolar Disorder from clinical data. 613-616 - Houssein Dhayne, Rima Kilany, Rafiqul Haque, Yehia Taher:
SeDIE: A Semantic-Driven Engine for Integration of Healthcare Data. 617-622 - Yaodong Du, Juan Shan, Rania Almajalid, Tomer Alon, Ming Zhang:
Using Whole Knee Cartilage Damage Index to Predict Knee Osteoarthritis: A Two-year Longitudinal Study. 623-628 - Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira:
Autoencoders as Weight Initialization of Deep Classification Networks Applied to Papillary Thyroid Carcinoma. 629-632 - Jiang Gu, Yichen Zhu, Bohong Yang, Jingkai Jia, Juanjuan Wang, Jian Yang, Wenqiang Zhang:
A Multi-scale Pyramid of Fully Convolutional Networks for Automatic Cell Detection. 633-636 - Sanket Rajan Gupte, Rajgopal Srinivasan:
Joint Prediction of Branchpoint and Splice Acceptor Sites in pre-mRNA Transcripts Using Sequence to Sequence Networks. 637-641 - Yu Hao, Renmin Han, Xiaohua Wan, Fa Zhang, Shiwei Sun:
Fiducial marker detection via deep learning approach for electron tomography. 642-645 - Bin He, Yi Guan, Rui Dai:
Convolutional Gated Recurrent Units for Medical Relation Classification. 646-650 - Xinyu He, Lishuang Li, Jia Wan, Dingxin Song, Jun Meng, Zhanjie Wang:
Biomedical Event Trigger Detection Based on BiLSTM Integrating Attention Mechanism and Sentence Vector. 651-654 - Ling Huang, Chang-Dong Wang, Hong-Yang Chao:
Overlapping Community Detection in Multi-view Brain Network. 655-658 - Maia Iyer, Christopher Zou, Xiao Luo:
Incorporating Syntactic Dependencies into Semantic Word Vector Model for Medical Text Processing. 659-664 - Lingling Jin, Ian McQuillan:
Prediction of transposable elements evolution using tabu search. 665-670 - Qicheng Lao, Thomas Fevens, Boyu Wang:
Leveraging Disease Progression Learning for Medical Image Recognition. 671-675 - Jiefu Li, Jiawen Guan, Jiaqiang Qian, Yanghan Feng, Ruijie Yao, Rui Fan, Zefeng Wang:
Paean: A parallel transcriptome quantification tool combining gene expression and alternative splicing events using GPU. 676-679 - Qingqing Li, Zhihao Yang, Ling Luo, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang, Liang Yang, Kan Xu, Yijia Zhang:
A multi-task learning based approach to biomedical entity relation extraction. 680-682 - Yikuan Li, Liang Yao, Chengsheng Mao, Anand Srivastava, Xiaoqian Jiang, Yuan Luo:
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes. 683-686 - Shiyu Liu, Jia Yao, Chongyu Zhou, Mehul Motani:
SURI: Feature Selection Based on Unique Relevant Information for Health Data. 687-692 - Yitao Liu, Xiaoqing Lyu, Haihua Xie, Xiaotong Yan, Bei Wang, Zhi Tang:
A method for improving the reliability of causal inference from large-scale data in biomedicine. 693-696 - Tian-jian Luo, Yachao Fan, Jitu Lv, Changle Zhou:
Deep reinforcement learning from error-related potentials via an EEG-based brain-computer interface. 697-701 - Tianle Ma, Aidong Zhang:
Multi-view Factorization AutoEncoder with Network Constraints for Multi-omic Integrative Analysis. 702-707 - Haruka Motohashi, Tatsuro Teraoka, Shin Aoki, Hayato Ohwada:
Regression Models and Ranking Method for p53 Inhibitor Candidates Using Machine Learning. 708-712 - F. Muggianu, Alfredo Benso, Roberta Bardini, E. Hu, Gianfranco Politano, Stefano Di Carlo:
Modeling biological complexity using Biology System Description Language (BiSDL). 713-717 - Alexander J. Paul, Dylan Lawrence, Myoungkyu Song, Seung-Hwan Lim, Chongle Pan, Tae-Hyuk Ahn:
SORA: Scalable Overlap-graph Reduction Algorithms for Genome Assembly using Apache Spark in the Cloud. 718-723 - Gil Pinheiro, Paulo Jorge Simões Coelho, Marta Salgado, Hélder P. Oliveira, António Cunha:
Deep Homography Based Localization on Videos of Endoscopic Capsules. 724-727 - Zhe Quan, Xuan Lin, Zhi-Jie Wang, Yan Liu, Fan Wang, Kenli Li:
A System for Learning Atoms Based on Long Short-Term Memory Recurrent Neural Networks. 728-733 - Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell:
Automatic hyperparameter selection in Autodock. 734-738 - Yafeng Ren, Hao Fei, Qiong Peng:
Detecting the Scope of Negation and Speculation in Biomedical Texts by Using Recursive Neural Network. 739-742 - Wei Ruan, Won-Sook Lee:
Recognising Named Entity of Medical Imaging Procedures in Clinical Notes. 743-746 - Wei Ruan, Won-Sook Lee:
Boundary Detection by Determining the Difference of Classification Probabilities of Sequences: Topic Segmentation of Clinical Notes. 747-750 - Shengtian Sang, Zhihao Yang, Xiaoxia Liu, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang, Liang Yang, Kan Xu, Yijia Zhang:
A Knowledge Graph based Bidirectional Recurrent Neural Network Method for Literature-based Discovery. 751-752 - Sergio Santander-Jiménez, Miguel A. Vega-Rodríguez, Leonel Sousa:
Phylogenetic Reconstructions Using an Indicator-Based Bat Algorithm for Multicore Processors. 753-756 - Ying Shen, Kaiqi Yuan, Yaliang Li, Buzhou Tang, Min Yang, Nan Du, Kai Lei:
Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning. 757-800 - Liyan Shen, Xiaojun Chen, Dakui Wang, Binxing Fang, Ye Dong:
Efficient and Private Set Intersection of Human Genomes. 761-764 - Cong Sun, Zhihao Yang, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang, Liang Yang, Kan Xu, Yijia Zhang:
Hierarchical Recurrent Convolutional Neural Network for Chemical-protein Relation Extraction from Biomedical Literature. 765-766 - Zhizheng Wang, Yuanyuan Sun, Yawen Guan, Yibin Zhang, Liang Yang, Kan Xu, Yijia Zhang, Hongfei Lin:
A Weak Supervised Learning Method for Essential Protein Detection Based on STRING Database and Learning Representation. 767-770 - Zihao Wang, Mingzhe Zhang, Jingrong Zhang, Rui Yan, Xiaohua Wan, Zhiyong Liu, Fa Zhang, Xuefeng Cui:
Mmalloc: A Dynamic Memory Management on Many-core Coprocessor for the Acceleration of Storage-intensive Bioinformatics Application. 771-774 - Ling Wang, Yadong Wang:
A Network-on-Chip Accelerator for Genome Variant Analysis. 775-779 - Xinying Xing, Junzhong Ji, Yao Yao:
Convolutional Neural Network with Element-wise Filters to Extract Hierarchical Topological Features for Brain Networks. 780-783 - Sean Shensheng Xu, Man-Wai Mak, Chi-Chung Cheung:
Patient-Specific Heartbeat Classification Based on I-Vector Adapted Deep Neural Networks. 784-787 - Kang Yang, Zhongnan Zhang, Song He, Xiaochen Bo:
Prediction of DTIs for high-dimensional and class-imbalanced data based on CGAN. 788-791 - Nobuaki Yasuo, Yusuke Nakashima, Masakazu Sekijima:
CoDe-DTI: Collaborative Deep Learning-based Drug-Target Interaction Prediction. 792-797 - Wen Zhang, Feng Huang, Xiang Yue, Xiaoting Lu, Weitai Yang, Zhishuai Li, Feng Liu:
Prediction of Drug-Disease Associations and Their Effects by Signed Network-Based Nonnegative Matrix Factorization. 798-802 - Wen Zhang, Xiaoting Lu, Weitai Yang, Feng Huang, Binlu Wang, Alan Wang, Qi Zhao:
HNGRNMF: Heterogeneous Network-based Graph Regularized Nonnegative Matrix Factorization for predicting events of microbe-disease associations. 803-807 - Fengbo Zheng, Licong Cui:
Exploring Deep Learning-based Approaches for Predicting Concept Names in SNOMED CT. 808-813 - Shuaa S. Alharbi, Cigdem Sazak, Carl J. Nelson, Boguslaw Obara:
Curvilinear Structure Enhancement by Multiscale Top-Hat Tensor in 2D/3D Images. 814-822 - Hasanain Al-Sadr, Mihail Popescu, James M. Keller:
Early Sepsis Recognition Based on Ear Localization using Infrared Thermography. 823-830 - Yao Chen, Libo Huang, Jiong He, Kunyao Zhao, Ruichu Cai, Zhifeng Hao:
HASS: High Accuracy Spike Sorting with Wavelet Package Decomposition and Mutual Information. 831-838 - Xintian Chen, Chunyang Ruan, Yanchun Zhang, Huijuan Chen:
Heterogeneous Information Network Based Clustering for Categorizations of Traditional Chinese Medicine Formula. 839-846 - Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Giovanni Valbusa, Enzo Grossi, Isa Bossi Zanetti, Giancarlo Beltramo, Deborah Fazzini, Giuseppe Scotti, Giulio Iannello, Paolo Soda:
Radiomics for Predicting CyberKnife response in acoustic neuroma: a pilot study. 847-852 - Lei Deng, Danyi Ye, Junmin Zhao, Jingpu Zhang:
Exploring Disease Similarity by Integrating Multiple Data Sources. 853-858 - Chenbing Du, Shuang Song, Danni Ai, Hong Song, Yong Huang, Yongtian Wang, Jian Yang:
Inter/Intra-Constraints Optimization for Fast Vessel Enhancement in X-ray Angiographic Image Sequence. 859-863 - Donglin Guo, Min Li, Ying Yu, Yaohang Li, Guihua Duan, Fang-Xiang Wu, Jianxin Wang:
Disease Inference with Symptom Extraction and Bidirectional Recurrent Neural Network. 864-868 - Slim Karkar, Lauren E. Alfonse, Catherine M. Grgicak, Desmond S. Lun:
Statistical Modeling of Short-Tandem Repeat Capillary Electrophoresis Profiles. 869-876 - Afshin Khadangi, Eric Hanssen, Vijay Rajagopal:
Automated framework to reconstruct 3D model of cardiac Z-disk: an image processing approach. 877-884 - Liqi Lei, Yangming Zhou, Jie Zhai, Le Zhang, Zhijia Fang, Ping He, Ju Gao:
An Effective Patient Representation Learning for Time-series Prediction Tasks Based on EHRs. 885-892 - Canjia Li, Ben He, Le Sun, Yingfei Sun:
Neural Precision Medicine by Mining Implicit Treatment Concepts. 893-898 - Shuai Li, Hongze Han, Dong Sui, Aimin Hao, Hong Qin:
A Novel Radiogenomics Framework for Genomic and Image Feature Correlation using Deep Learning. 899-906 - Tiange Li, Yang Yang, Hong-Bin Shen:
HMIML: Hierarchical Multi-Instance Multi-Label Learning of Drosophila Embryogenesis Images Using Convolutional Neural Networks. 907-912 - Fengmao Lv, Yuchen Li, Guowu Yang:
Boosting 1H-MRS Alzheimer Diagnosis with Boosted Trees. 913-918 - Radu Paul Mihail, Nathan Jacobs:
Automatic Hand Skeletal Shape Estimation from Radiographs. 919-926 - Yang Ning, Zhongyi Han, Li Zhong, Caiming Zhang:
Automated Pancreas Segmentation Using Recurrent Adversarial Learning. 927-934 - Jiahui Qiu, Qi Wang, Yangming Zhou, Tong Ruan, Ju Gao:
Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions. 935-942 - Melissa Spence, Mario Banuelos, Roummel F. Marcia, Suzanne Sindi:
Detecting Novel Structural Variants In Genomes By Leveraging Parent-Child Relatedness. 943-950 - Bo Xu, Yu Liu, Shuo Yu, Lei Wang, Lei Liu, Hongfei Lin, Zhihao Yang, Jian Wang, Feng Xia:
Multipath2vec: Predicting Pathogenic Genes via Heterogeneous Network Embedding. 951-956 - Rui Yan, Fei Ren, Zihao Wang, Lihua Wang, Yubo Ren, Yudong Liu, Xiaosong Rao, Chunhou Zheng, Fa Zhang:
A Hybrid Convolutional and Recurrent Deep Neural Network for Breast Cancer Pathological Image Classification. 957-962 - Ye Yuan, Kebin Jia, Fenglong Ma, Guangxu Xun, Yaqing Wang, Lu Su, Aidong Zhang:
Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks. 963-968 - Sadia Akter, Dong Xu, Susan C. Nagel, Trupti Joshi:
A Data Mining Approach for Biomarker Discovery Using Transcriptomics in Endometriosis. 969-972 - Guitao Cao, Tiantian Huang, Kai Hou, Wenming Cao, Peng Liu, Jiawei Zhang:
3D Convolutional Neural Networks Fusion Model for Lung Nodule Detection onClinical CT Scans. 973-978 - Weixun Chen, Min Liu, Keran Liu, Zhigang Ling:
An Adaptive Ray-Shooting Model for Terminations Detection: Applications in Neuron and Retinal Blood Vessel Images. 979-982 - Dehua Chen, Guangjun Qian, Qiao Pan:
Breast Cancer Classification with Electronic Medical Records Using Hierarchical Attention Bidirectional Networks. 983-988 - Thyago Maia Tavares de Farias, Manoel Eusébio de Lima, Sandra da Silva Mattos, Juliana Souza S. de Araujo, Lucia Roberta D. N. Mozer, Felipe Alves Mourato:
Automatic Segmentation of Neonates Thermal Imaging for Evaluation of Trunk Thermal Asymmetry. 989-992 - Lia Harrington, Arief A. Suriawinata, Todd A. MacKenzie, Saeed Hassanpour:
Application of machine learning on colonoscopy screening records for predicting colorectal polyp recurrence. 993-998 - Guowei Ji, Yang Yang, Hong-Bin Shen:
IterVM: An Iterative Model for Single-Particle Cryo-EM Image Clustering Based on Variational Autoencoder and Multi-Reference Alignment. 999-1002 - Jinlong Li, Zhenyu Liu, Zhijie Ding, Gangping Wang:
A novel study for MDD detection through task-elicited facial cues. 1003-1008 - Na Li, Jing Yang, Shuai Fang:
Semantic Characteristic Prediction of Pulmonary Nodules Using the Causal Discovery Based on Streaming Features Algorithm. 1009-1012 - Bin Ma, Chunxiao Li, Zhaolong Wu, Yulong Huang, Ada Chaeli van der Zijp-Tan, Shaobo Tan, Dongqi Li, Ada Fong, Chandan Basetty, Glen M. Borchert, Jingshan Huang:
A PWM-Based Muscle Fatigue Detection and Recovery System. 1013-1016 - Varun N. Shenoy, Elizabeth Foster, Lauren Aalami, Bakar Majeed, Oliver O. Aalami:
Deepwound: Automated Postoperative Wound Assessment and Surgical Site Surveillance through Convolutional Neural Networks. 1017-1021 - Yanyun Tao, Yuzhen Zhang:
"WarfarinSeer": a predictive tool based on SMOTE-random forest to improve warfarin dose prediction in Chinese patients. 1022-1026 - Chao Wang, Weixun Chen, Min Liu, Zhi Zhou:
Automatic 3D Neuron Tracing Based on Terminations Detection. 1027-1030 - Qi Wang, Chenming Xu, Yangming Zhou, Tong Ruan, Daqi Gao, Ping He:
An Attention-based BI-GRU-CapsNet Model for Hypernymy Detection between Compound Entities. 1031-1035 - Haiying Xia, Ruibin Zhuge, Hai-Sheng Li:
Retinal Vessel Segmentation via A Coarse-to-fine Convolutional Neural Network. 1036-1039 - Leila Yousefi, Stephen Swift, Mahir Arzoky, Lucia Sacchi, Luca Chiovato, Allan Tucker:
Opening the Black Box: Discovering and Explaining Hidden Variables in Type 2 Diabetic Patient Modelling. 1040-1044 - Jianhai Zhang, Shaokai Zhao, Guodong Yang, Jiajia Tang, Tao Zhang, Yong Peng, Wanzeng Kong:
Emotional-state brain network analysis revealed by minimum spanning tree using EEG signals. 1045-1048 - Ming Zhang, Juan Shan, Yaodong Du, Rania Almajalid, Iris Su, Joseph DelVecchio:
Whole Knee Cartilage Quantification Based on Informative Locations. 1049-1053 - Ming Huang, Maryam Zolnoori, Nilay D. Shah, Lixia Yao:
Temporal sequence alignment in electronic health records for computable patient representation. 1054-1061 - Eva K. Lee, Haozheng Tian, Xin Wei, Jinha Lee, K. Doug Smith, John Neeld, Alan R. Kaplan:
Factors Influencing Epidural Anesthesia for Cesarean Section Outcome. 1062-1069 - Fenglong Ma, Yaqing Wang, Houping Xiao, Ye Yuan, Radha Chitta, Jing Zhou, Jing Gao:
A General Framework for Diagnosis Prediction via Incorporating Medical Code Descriptions. 1070-1075 - Pargorn Puttapirat, Haichuan Zhang, Yuchen Lian, Chunbao Wang, Xiangrong Zhang, Lixia Yao, Chen Li:
OpenHI - An open source framework for annotating histopathological image. 1076-1082 - Boshu Ru, Dingcheng Li, Lixia Yao:
Detecting Serendipitous Drug Usage in Social Media with Deep Neural Network Models. 1083-1090 - Xiao Xu, Ying Wang, Tao Jin, Jianmin Wang:
A Deep Predictive Model in Healthcare for Inpatients. 1091-1098 - Mourad Adnane, Zhongwei Jiang:
A Wearable Sensor Design for Cardiorespiratory Signals Acquisition Based on PVDF Sensors. 1099-1102 - Woo Jin Kim, Il Kon Kim, Min Ji Kim, Eunjoo Lee:
Effect of UX Design Guideline on the information accessibility for the visually impaired in the mobile health apps. 1103-1106 - Sujee Lee, Ebrahim Nemati, Jilong Kuang:
Configurable Pulmonary-Tuned Privacy Preservation Algorithm for Mobile Devices. 1107-1112 - Huiyong Li, Jiannan Yu, Qian Cao:
Intelligent Walk Authentication: Implicit Authentication When You Walk with Smartphone. 1113-1116 - Mengxuan Ma, Benjamin J. Meyer, Le Lin, Rachel Proffitt, Marjorie Skubic:
VicoVR-Based Wireless Daily Activity Recognition and Assessment System for Stroke Rehabilitation. 1117-1121 - Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, João Morais, Luis Santos, Rita Carvalho:
The lookAfterRisk Project: Dynamic Cardiovascular Risk Assessment based on Remote Monitoring Solutions. 1122-1125 - Penghui Sun, Xiaoqing Lyu, Xin Li, Bei Wang, Xiaohan Yi, Zhi Tang:
Understanding Markush Structures in Chemistry Documents With Deep Learning. 1126-1129 - Hui Yan, Xudong Lu, Pieter Van Gorp, Serge Jan Hubert Heines, Shan Nan, Walther van Mook, Dennis Bergmans, Uzay Kaymak, Huilong Duan:
On accurate, automated and insightful deviation analysis of clinical protocols. 1130-1134 - Jianhai Zhang, Jianting Cao, Na Zhang, Wanzeng Kong, Jiajia Tang, Yong Peng:
A New Method for Brain Death Diagnosis Based on Phase Synchronization Analysis With EEG. 1135-1138 - Wei Zhong, Zhongping Cao, Wen Ding, Xuemei Guo, Guoli Wang:
A tree-search method for single-channel fetal QRS complexes detection in fetal heart rate monitoring. 1139-1142 - Yizhen Zhong, Luke V. Rasmussen, Yu Deng, Jennifer A. Pacheco, Maureen E. Smith, Justin Starren, Wei-Qi Wei, Peter Speltz, Joshua C. Denny, Nephi Walton, George Hripcsak, Christopher G. Chute, Yuan Luo:
Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms. 1143-1146 - Carlos H. A. Costa, Claudia Misale, Frank Liu, Marcio Silva, Hubertus Franke, Paul Crumley, Bruce D'Amora:
Optimization of Genomics Analysis Pipeline for Scalable Performance in a Cloud Environment. 1147-1154 - Paul Gigioli, Nikhita Sagar, Joseph Voyles, Anand S. Rao:
Domain-Aware Abstractive Text Summarization for Medical Documents. 1155-1162 - Pengwei Hu, Zhu-Hong You, Tiantian He, Shaochun Li, Shuhang Gu, Keith C. C. Chan:
Learning Latent Patterns in Molecular Data for Explainable Drug Side Effects Prediction. 1163-1169 - Shun Wang, Wenxian Yang, Xiang Zhang, Rongshan Yu:
Performance Evaluation of IMP: A Rapid Secondary Analysis Pipeline for NGS Data. 1170-1176 - Wenxian Yang, Yating Lin, Shiyao Wu, Rongshan Yu:
Improving Coding Efficiency of MPEG-G Standard Using Context-Based Arithmetic Coding. 1177-1183 - Wenbin Zhang, Jianwu Wang:
Content-bootstrapped Collaborative Filtering for Medical Article Recommendations. 1184-1188 - Guoqing Chao, Chengsheng Mao, Fei Wang, Yuan Zhao, Yuan Luo:
Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk. 1189-1194 - Yiqiang Chen, Yingwei Zhang, Xinlong Jiang, Xin Zeng, Ruizhe Sun, Hanchao Yu:
COSA: Contextualized and Objective System to Support ADHD Diagnosis. 1195-1202 - Jun Ma, Hongxin An, Ruisheng Zhang, Rongjing Hu:
Collaborative Filtering based Recommendation Algorithm for Recommending Active Molecules for Protein Targets. 1203-1208 - Chengsheng Mao, Liang Yao, Yiheng Pan, Yuan Luo, Zexian Zeng:
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images. 1209-1214 - Mengjia Shen, Zhixin Ma, ZhiCheng Ma, Shibo Yang:
Protein Network Analysis by the Interaction Force between Protein Molecules. 1215-1220 - Yanjing Shi, Xiangwei Zheng, Tiantian Li:
Unconscious Emotion Recognition based on Multi-scale Sample Entropy. 1221-1226 - Jiumo Sun, Peiqi Wu, Yali Shen, Zhixin Yang, Hualiang Li, Yuzhong Liu, Tingshao Zhu, Li Li, Kai Zhang, Min Chen:
Relationship between personality and gait: predicting personality with gait features. 1227-1231 - Cheng Wang, Xiangdong Wang, Zhou Long, Tian Tian, Mingming Gao, Xiaoping Yun, Yueliang Qian, Jintao Li:
Estimation of Spatial-Temporal Gait Parameters based on the Fusion of Inertial and Film-Pressure Signals. 1232-1239 - Xuehan Wang, Tong Zhang, Xiang-Min Xu, Long Chen, Xiao-Fen Xing, C. L. Philip Chen:
EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks and Broad Learning System. 1240-1244 - Bofeng Fu, Yaodong Yang, Yu Ma, Jianye Hao, Siqi Chen, Shuang Liu, Tiegang Li, Zhenyu Liao, Xianglei Zhu:
Attention-Based Recurrent Multi-Channel Neural Network for Influenza Epidemic Prediction. 1245-1248 - Yiqun Gao, Jialu Hu, Xuequn Shang:
Identification of lncRNA-disease association using bi-random walks. 1249-1255 - Yang Hu, Jun Zhang, Tianyi Zhao, Liang Cheng, Tianyi Zang:
A Novel Method for Identifying Alzheimer's Disease-related Proteins. 1256-1261 - Qianlong Liu, Kangenbei Liao, Zhongyu Wei:
Automatic Acceptance Prediction for Answers in Online Healthcare Community. 1262-1265 - Jiajie Peng, Guilin Lu, Hansheng Xue, Tao Wang, Xuequn Shang:
TSGOE: A web tool for tissue-specific gene ontology enrichment. 1266-1269 - Vatsal Shah, Binni Shah, Raxit Goswami, Saket Kumar, Chetan Moradiya:
Creation of Unambiguous Centralized Knowledge Base from UMLS Metathesaurus. 1270-1276 - Tian Gan, Yaodong Yang, Jianye Hao, Zhenyu Liao, Xianglei Zhu:
Speeding up Collective Cell Migration Using Deep Reinforcement Learning. 1277-1280 - Yongtian Wang, Liran Juan, Chunpu Liu, Tianyi Zang, Yadong Wang:
Identifying Candidate Diseases-related Metabolites Based on Disease Similarity. 1281-1285 - Zhenxing Wang, Yadong Wang:
Exploring DNA Methylation Data of Lung Cancer Samples with Variational Autoencoders. 1286-1289 - Qing Zhan, Nan Wang, Shuilin Jin, Renjie Tan, Qinghua Jiang, Yadong Wang:
ProbPFP: A Multiple Sequence Alignment Algorithm Combining Partition Function and Hidden Markov Model with Particle Swarm Optimization. 1290-1295 - Wenxiang Zhang, Xiujuan Lei:
Two-step Random Walk Algorithm to Identify Cancer Genes Based on Various Biological Data. 1296-1301 - Su-Yuan Peng, Yadan Fan, Liwei Wang, Andrew Wen, Xusheng Liu, Hongfang Liu, Feichen Shen:
Leveraging Association Rule Mining to Detect Pathophysiological Mechanisms of Chronic Kidney Disease Complicated by Metabolic Syndrome. 1302-1309 - Yiqing Zhao, Yanshan Wang, Henry Wang, Benjamin Yan, Feichen Shen, Kevin J. Peterson, Walter A. Rocca, Jennifer St. Sauver, Hongfang Liu:
Annotating Cohort Data Elements with OHDSI Common Data Model to Promote Research Reproducibility. 1310-1317 - Guang Zheng, Hao Liu:
Protein Regulating Network towards Tonifying Primal Qi Delivered by Ginseng. 1318-1322 - Bikram Kumar, Lokesh Sharma, Shih-Lin Wu:
Job Allocation schemes for Mobile Service Robots in Hospitals. 1323-1326 - Hui-Jun Cheng, Chun-Yuan Lin, Cheng-Xian Wu, Che-Lun Hung, Wei-Hsiang Chen, Chuan Yi Tang:
Using Deep Learning to Identify Cell and Particle in Live-Cell Time-lapse Images. 1327-1331 - Ling-Yun Dai, Jin-Xing Liu, Rong Zhu, Xiang-Zhen Kong, Mi-Xiao Hou, Shasha Yuan:
Sparse Orthogonal Nonnegative Matrix Factorization for Identifying Differentially Expressed Genes and Clustering Tumor Samples. 1332-1337 - Yin-Te Tsai:
An Overview of Machine Learning and HPC in Open Sources for Bioinformatics*. 1338-1342 - Anghong Xiao, Shoubin Dong, Cheng Liu, Lingqi Zhang, Zongze Wu:
CloudGT: A High Performance Genome Analysis Toolkit Leveraging Pipeline Optimization on Spark. 1343-1350 - Hanyu Zhang, Che-Lun Hung, William Cheng-Chung Chu, Ping-Fang Chiu, Chuan Yi Tang:
Chronic Kidney Disease Survival Prediction with Artificial Neural Networks. 1351-1356 - Carlo Bianca, Santo Motta:
Optimal control in a mathematical model for tumor escape. 1357-1360 - Pin-Yen Chen, Nicholas P. West, Ping Zhang, Amanda J. Cox, Allan Cripps:
Correlation-based network analysis for biomarkers in obesity. 1361-1366 - Mozhgan K. Chimeh, Peter Heywood, Marzio Pennisi, Francesco Pappalardo, Paul Richmond:
Parallel Pair-Wise Interaction for Multi-Agent Immune Systems Modelling. 1367-1373 - Leandro Martins de Freitas, Tatiani Uceli Maioli, Henrique Assis Lopes de Ribeiro, Paolo Tieri, Filippo Castiglione:
A mathematical model of Chagas disease infection predicts inhibition of the immune system. 1374-1379 - Francesco Pappalardo, Giulia Russo, Marzio Pennisi, Giuseppe Sgroi, Giuseppe Alessandro Parasiliti Palumbo, Santo Motta, Davide Maimone, Ferdinando Chiacchio:
Agent based modeling of relapsing multiple sclerosis: a possible approach to predict treatment outcome. 1380-1385 - Francesco Pappalardo, Giulia Russo, Marzio Pennisi, Giuseppe Sgroi, Giuseppe Alessandro Parasiliti Palumbo, Santo Motta, Epifanio Fichera:
An agent based modeling approach for the analysis of tuberculosis - immune system dynamics. 1386-1392 - Simone Pernice, Marco Beccuti, Pietro Do', Marzio Pennisi, Francesco Pappalardo:
Estimating Daclizumab effects in Multiple Sclerosis using Stochastic Symmetric Nets. 1393-1400 - Alva Presbitero, Emiliano Mancini, Filippo Castiglione, Valeria V. Krzhizhanovskaya, Rick Quax:
Evolutionary Game Theory Can Explain the Choice Between Apoptotic and Necrotic Pathways in Neutrophils. 1401-1405 - Jin-Peng Qi, Ying Zhu, Ping Zhang:
A WED Method for Evaluating the Performance of Change-Point Detection Algorithms. 1406-1410 - Monica J. Quinzo, Esther M. Lafuente, Pedro A. Reche, Darren R. Flower:
Computational design of a legacy-based epitope vaccine against Human Cytomegalovirus. 1411-1417 - Ruy Freitas Reis, Bernardo Martins Rocha, Rodrigo Weber dos Santos, Marcelo Lobosco:
An Hydro-Mechanical Model of Edema Formation Applied to Bacterial Myocarditis. 1418-1424 - Henrique Assis Lopes de Ribeiro, Tatiani Uceli Maioli, Leandro Martins de Freitas, Paolo Tieri, Filippo Castiglione:
A mathematical model of murine macrophage infected with Leishmania sp. 1425-1430 - Giulia Russo, Guanglan Zhang:
Computational modeling approach to suggest possible therapeutic interventions in spinal muscular atrophy. 1431-1434 - Jingjie Xu, Razin Abdulrauf Shaikh, Vladimir Brusic:
Single Cell Transcriptomics Reveals Summary Patterns Specific for PBMCs and Other Cell Types. 1435-1438 - Ping Zhang, Nicholas P. West, Pin-Yen Chen, Allan Cripps, Amanda J. Cox:
Combination of Principal Component Analysis and Genetic Algorithm for Microbial Biomarker Identification in Obesity. 1439-1444 - Olga Anokhina, Vitaly Fralenko, Mikhail Khachumov, Vyacheslav Khachumov, Maria Shustova:
Singling out ischemic lesion zones and transplanted mesenchymal stem cells in the rat brain MRI. 1445-1451 - Tianyou Bao, Jingsong Li, Hanxing Hu, Shiang Li, Yu Meng, Changjiang Zhang:
A New Optimized Queueing Model with Compensation and Buffer. 1452-1456 - Marina Bendersky, Joy T. Wu, Tanveer F. Syeda-Mahmood:
Classification of radiology reports by modality and anatomy: A comparative study. 1457-1464 - Raymond R. Bond, Anne Moorhead, Huiru Zheng, Patrick McAllister:
Bootstrapping analysis of crowdsourced non-expert estimates of the number of calories in photographs of meals. 1465-1469 - Brianna Sierra Chrisman, Maya Varma, Peter Washington, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Dennis P. Wall:
Analysis of Sex and Recurrence Ratios in Simplex and Multiplex Autism Spectrum Disorder Implicates Sex-Specific Alleles as Inheritance Mechanism. 1470-1477 - Idongesit Ekerete, Chris D. Nugent, Jim McLaughlin:
An unobtrusive sensing solution for home based post-stroke rehabilitation. 1478-1479 - Jingshan Huang, Keisuke Fukuo, Gen Yoshino, Tsutomu Kazumi, Chandan Basetty, Yulong Huang, Shaobo Tan, Dongqi Li, Ada Chaeli van der Zijp-Tan, Ada Fong, Glen M. Borchert, Bin Wu:
Body Composition and Biochemical Characteristics of Normal Weight Obesity in Japanese Young Women with Different Physical Activities. 1480-1483 - Freeson Kaniwa, Mpho Phuthego:
A Practical Algorithm for DNA Pattern Searching using Database-Based Approach. 1484-1489 - Jiangyu Li, Dongsheng Zhao, Jiakuan Li, Siqing Zhao, Xiaolei Wang:
Construction of DNA methylation analysis platform based on high-throughput sequencing. 1490-1495 - Juan Antonio Lossio-Ventura, Jiang Bian:
An inside look at the Opioid Crisis over Twitter. 1496-1499 - Leixing Lu, Shan Nan, Sicui Zhang, Xudong Lu, Huilong Duan:
Can Existing Guideline Languages Meet the Requirements of Computerized Checklist Systems? 1500-1503 - Sisi Ma, Rui Zhang, Jessica Munroe, Lindsey Shanahan, Sarah Horn, Stuart M. Speedie:
Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record. 1504-1507 - Yonghao Ma, Fuze Tian, Qinglin Zhao, Bin Hu:
Design and Application of Mental Fatigue Detection System Using Non-Contact ECG and BCG Measurement. 1508-1513 - Karl Øyvind Mikalsen, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Isabel Caballero-López-Fando, Robert Jenssen:
Using multi-anchors to identify patients suffering from multimorbidities. 1514-1521 - Iva Milerská, Lenka Lhotská, Martin Macas:
Biomechanical Parameters of Muscles, Objective Assessment Using MyotonPRO. 1522-1525 - Yushan Qiu, Yulong Huang, Shaobo Tan, Dongqi Li, Ada Chaeli van der Zijp-Tan, Ada Fong, Glen M. Borchert, Jingshan Huang:
Novel Method for Singleton and Cyclic Attractor Observability in Boolean Networks. 1526-1531 - Robinette Renner, Shengyu Li, Yulong Huang, Shaobo Tan, Dongqi Li, Ada Chaeli van der Zijp-Tan, Ryan Benton, Glen M. Borchert, Jingshan Huang, Guoqian Jiang:
Mapping Common Data Elements to a Domain Model Using an Artificial Neural Network. 1532-1535 - Vatsal Shah, Raxit Goswami, Vivek Kumar, Binni Shah, Helly Shah:
Automated Clinical Documentation Improvement. 1544-1547 - Wenjun Tan, Yao Liu, Jinzhu Yang, Hua Wang, Tongliang Wang, Yanchun Zhang, Dazhe Zhao:
A Pulmonary Vascular Segmentation Algorithm of Chest CT Images Based on Fast Marching Method. 1548-1555 - Ana Rita Teixeira, Ana Maria Tomé, Luís M. Roseiro, Anabela Gomes:
Does music help to be more attentive while performing a task? A brain activity analysis. 1564-1570 - Ana Rita Teixeira, Ana Maria Tomé, Luís M. Roseiro, Anabela Gomes:
Attention and concentration in normal and deaf gamers. 1571-1576 - Paul Walsh, Bruno G. Andrade, Cintia C. Palu, Jason Wu, Brendan Lawlor, Brian Kelly, Matthias L. Hemmje, Michael Kramer:
ImmunoAdept - bringing blood microbiome profiling to the clinical practice. 1577-1581 - Yifei Wang, Sophia Ananiadou, Jun'ichi Tsujii:
Improve Chinese Clinical Named Entity Recognition Performance by Using the Graphical and Phonetic Feature. 1582-1586 - Qi Wang, Jiahui Qiu, Yangming Zhou, Tong Ruan, Daqi Gao, Ju Gao:
Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network. 1587-1594 - Rebecka Weegar, Alicia Pérez, Arantza Casillas, Maite Oronoz:
Deep Medical Entity Recognition for Swedish and Spanish. 1595-1601 - Jiaying Zhang, Qi Wang, Zhixing Zhang, Yangming Zhou, Qi Ye, Huanhuan Zhang, Jiahui Qiu, Ping He:
An Effective Standardization Method for the Lab Indicators in Regional Medical Health Platform Using N-grams and Stacking. 1602-1609 - Rong Zhu, Guangshun Li, Jin-Xing Liu, Ling-Yun Dai, Shasha Yuan, Ying Guo:
A Fast Quantum Clustering Approach for Cancer Gene Clustering. 1610-1613 - Muhammad Amith, Frank J. Manion, Chen Liang, Marcelline R. Harris, Dennis Wang, Yongqun He, Cui Tao:
OntoKeeper: Semiotic-driven Ontology Evaluation Tool For Biomedical Ontologists. 1614-1617 - Qiong Cheng, Saurabh Mehta, Stephan C. Schürer:
A Gene Family-led Meta-Analysis of Drug-Target Interactions. 1618-1623 - Qing Cong, Zhiyong Feng, Fang Li, Yang Xiang, Guozheng Rao, Cui Tao:
X-A-BiLSTM: a Deep Learning Approach for Depression Detection in Imbalanced Data. 1624-1627 - Qing Cong, Zhiyong Feng, Fang Li, Li Zhang, Guozheng Rao, Cui Tao:
Constructing Biomedical Knowledge Graph Based on SemMedDB and Linked Open Data. 1628-1631 - Adam Craig, Carl Taswell:
Formulation of FAIR Metrics for Primary Research Articles. 1632-1635 - Somaieh Goudarzvand, Jennifer St. Sauver, Michelle M. Mielke, Paul Y. Takahashi, Sunghwan Sohn:
Analyzing Early Signals of Older Adult Cognitive Impairment in Electronic Health Records. 1636-1640 - Zhe He, Vipina Kuttichi Keloth, Yan Chen, James Geller:
Extended Analysis of Topological-Pattern-Based Ontology Enrichment. 1641-1648 - Xing He, Rui Zhang, Rubina F. Rizvi, Jake Vasilakes, Xi Yang, Yi Guo, Zhe He, Mattia Prosperi, Jiang Bian:
Prototyping an Interactive Visualization of Dietary Supplement Knowledge Graph. 1649-1652 - Jing Huang, Xinyuan Zhang, Jiayi Tong, Jingcheng Du, Rui Duan, Liu Yang, Jason H. Moore, Yong Chen, Cui Tao:
Comparing adverse effects of Hepatitis C drugs using FAERS data. 1653-1656 - Simin Jabbari, Kilian Stoffel:
A Methodology for Extracting Knowledge about Controlled Vocabularies from Textual Data using FCA-Based Ontology Engineering. 1657-1661 - Xia Sun, Jun Feng, Long Ma, Ke Dong, Xiaodong Du:
Deep Convolution Neural Networks for Drug-Drug Interaction Extraction. 1662-1668 - Yuqing Yang, Xin Wang, Yu Huang, Ning Chen, Juhong Shi, Ting Chen:
Ontology-based Venous Thromboembolism Risk Factors Mining and Model Developing from Medical Records. 1669-1672 - Danchen Zhang, Daqing He, Ning Zou, Xin Zhou, Fen Pei:
Automatic Relationship Verification in Online Medical Knowledge Base: a Large Scale Study in SemMedDB. 1673-1680 - Yi Zhen, Tianyi Xie, Saugat Karki, Lulin Yuan, Qingrong Jackie Wu, Yaorong Ge:
Representing Knowledge for Radiation Therapy Planning with Markov Logic Networks. 1681-1685 - Giuseppe Agapito, Pietro Hiram Guzzi, Mario Cannataro:
S4S: RESTful Services to Collect, Integrate and Analyze SNPs and Clinical Data on the Web. 1686-1692 - Yan-Shuo Chu, Chenxi Nie, Yadong Wang:
p-SCNAClonal: Somatic copy number alterations based tumor subclonal population inferring method. 1693-1698 - John D. Rogers:
Using Quartets to Compare the NCD and MCMC Methods for Constructing Phylogenetic Trees. 1699-1702 - Michel J. F. Rosa, Aletéia P. F. Araújo, Felipe L. S. Mendes:
Cost and Time Prediction for Efficient Execution of Bioinformatics Workflows in Federated Cloud. 1703-1710 - Marzia Settino, Mario Cannataro:
Survey of main tools for querying and analyzing TCGA Data. 1711-1718 - Tanjin Taher Toma, Tayo Obafemi-Ajayi, Jeremy M. Dawson, Donald A. Adjeroh:
Random Subspace Projection for Predicting Biogeographical Ancestry. 1719-1725 - Milton Hoz de Vila, Rahman Attar, Marco Pereañez, Alejandro F. Frangi:
MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for Biomedical Research. 1726-1733 - Chiara Zucco, Sergio Bella, Clarissa Paglia, Paola Tabarini, Mario Cannataro:
Predicting Abandonment in Telehomecare Programs Using Sentiment Analysis: A System Proposal. 1734-1739 - Chiara Zucco, Huizhi Liang, Giuseppe Di Fatta, Mario Cannataro:
Explainable Sentiment Analysis with Applications in Medicine. 1740-1747 - TaeJin Ahn, Taewan Goo, Chanhee Lee, Sungmin Kim, Kyullhee Han, Sangick Park, Taesung Park:
Deep Learning-based Identification of Cancer or Normal Tissue using Gene Expression Data. 1748-1752 - TaeJin Ahn, Nayeon Kang, Yonggab Kim, Taesung Park:
Gene expression based prediction of prognostic outcome in ovarian cancer. 1753-1757 - Hyung Sun Kim, Changwoo Yi, Yongkang Kim, Uhnmee Park, Woong Kook, Hyuk Kim, Taesung Park:
Topological data analysis can extract subgroups with high incidence rates of Type 2 diabetes. 1758 - Sangseob Leem, Taesung Park:
An approximation method of extremely low p-values using permutation test. 1759-1763 - Mingzhu Lu, Yufei Huang:
CLIPSeed: Achieving High Precision miRNA Binding Sites Prediction using PAR-CLIP Data. 1764-1771 - Nadia Ben Nsira, Thierry Lecroq, Élise Prieur-Gaston:
Practical fast on-line exact pattern matching algorithms for highly similar sequences. 1772-1777 - Sungjin Park, Seungyoon Nam:
sleBioRepo: a curated database of gene expression levels, in systematic lupus erythematosus. 1778-1783 - Mira Park, Eunbin Choi, Yongkang Kim, Taesung Park:
Detecting population structures by independent component analysis. 1784-1787 - Maayan Hassidim, Guy Shani, Tal Shay:
Cluster Switches in Gene Expression Data. 1788-1795 - Kaiwen Tan, Shoubing Dong, Jing Zhou, Jinlong Hu:
DITGOssi: a two-stage invasive tumor growth optimization algorithm for the detection of SNPSNP interactions. 1796-1801 - Yan Yan, Connor Burbridge, Jin-Hong Shi, Juxin Liu, Anthony J. Kusalik:
Comparing Four Genome-Wide Association Study (GWAS) Programs with Varied Input Data Quantity. 1802-1809 - Zhongmeng Zhao, Zewen Tian, Yu Geng, Siyu He, Xuanping Zhang, Jiayin Wang:
Correcting genomic deletion calls with complex boundaries from next generation sequencing data. 1810-1817 - Diogo Manuel Carvalho Leite, Juan Fernando López, Xavier Brochet, Miguel Arturo Barreto-Sanz, Yok-Ai Que, Grégory Resch, Carlos A. Peña-Reyes:
Exploration of multiclass and one-class learning methods for prediction of phage-bacteria interaction at strain level. 1818-1825 - Timmy Manning, Jyotsna Talreja Wassan, Cintia C. Palu, Haiying Wang, Fiona Browne, Huiru Zheng, Brian Kelly, Paul Walsh:
Phylogeny-Aware Deep 1-Dimensional Convolutional Neural Network for the Classification of Metagenomes. 1826-1831 - David C. Molik, Michael E. Pfrender, Scott J. Emrich:
Effects from structure of Metabarcode Sequences on Lossy Analysis of Microbiome Data. 1832-1837 - Klaus-Dieter Schmatz, Kevin Berwind, Felix Engel, Matthias L. Hemmje:
An Interface to Heterogeneous Data Sources Based on the Mediator/Wrapper Architecture in the Hadoop Ecosystem. 1838-1845 - Mengyuan Wang, Fujiang Hou, Huiru Zheng, Haiying Wang:
Correlation Model Analysis of Nitrogen Addition and Tan Sheep Grazing Effects on Soil Bacterial Community in the Loess Plateau, China. 1846-1853 - Jyotsna Talreja Wassan, Huiru Zheng, Fiona Browne, Jenna Bowen, Paul Walsh, Rainer Roehe, Richard J. Dewhurst, Cintia C. Palu, Brian Kelly, Haiying Wang:
An Integrative Framework for Functional Analysis of Cattle Rumen Microbiomes. 1854-1860 - Haoyang Fu, Jingbo Li, Likeng Liang:
Comparison of dimensionality reduction methods for TCM symptom information. 1861-1865 - Xiaochun Han, Yanni Fan, Haijun Zhao, Shijun Wang, Sisheng Tian, Hongyuan Zhang, Zhe Yang, Ruqi Zhang, Jing Zhang, Wei Shi:
Acupoint Selection Rule Mining of Premature Ovarian Failure Treatment with Acupuncture and Moxibustion Based on the Data Analysis of Clinical Literature. 1866-1871 - Yuliang Li, Hui Ye:
An Analysis and Research of Type-2 Diabetes TCM Records Based On Text Mining. 1872-1875 - Afsaneh Mohammadnejad, Shuxia Li, Hongmei Duan, Jesper Lund, Weilong Li, Jan Baumbach, Qihua Tan:
Weighted gene co-expression network analysis of microarray mRNA expression profiling in response to electroacupuncture. 1876-1883 - Yongbo Sui, Jiaqi Huang, Xu Cao, Shutong Wang:
Life cycle dynamic health management system based on traditional Chinese medicine genetics and data mining. 1884-1891 - Qiang Tian, Zhiyong Fan, Jiayou Zhao, Rusong Guo, Zhenbao Li, Shan Wu:
Biomechanical Mechanism of Lumbar Spine with Chinese Spinal Manipulation: A Finite Element Study. 1892-1897 - Lijuan Wang, Weifei Zhang, Zhi Wang, Chunrong Guo, Xiaofang Zhou, Huiwen Wang, Xue Li, Li Li, Xiaoxue Li, Zhumei Sun, Fufeng Li:
Tongue coating's metabolic markers in Dampness-heat syndrome of chronic gastritis patients. 1898-1904 - Zeyuan Wang, Shiding Sun, Josiah Poon, Simon K. Poon:
CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients. 1905-1911 - Dejian Wei, Mengmeng Xing, Junzhong Zhang, Chi Zhang, Hui Cao:
Applied Research of Multiple Linear Regression in the Information Quantification of Chinese Medicine Bone-setting Manipulation. 1912-1916 - Tiancai Wen, Baoyan Liu, Liyun He, Xiaoying Lv, Xin Wang, Yanning Zhang:
A randomization and trial supply management system for adaptive clinical studies of TCM and its scientific research application in recurrent tuberculosis. 1917-1921 - Heng Weng, Ziqing Liu, Andrew S. Maxwell, Xiantao Li, Chaoyang Zhang, Enwei Peng, Guozheng Li, Aihua Ou:
Multi-Label Symptom Analysis and Modeling of TCM Diagnosis of Hypertension. 1922-1929 - Xipeng Yu, Hongyan Cheng, Yinong Chu, Geng Li, Zhiwei Liang:
Study on the characteristic tree spectrum of traditional Chinese medicine and its algorithm for the diversity. 1930-1933 - Lili Xu, Weilian Kong, Yinghui Wang, Xiaofeng Sun, Xuezhong Zhou, Runshun Zhang, Yanxing Xue, Weibin Wang:
Discovery of Xuantoujiedu Decoction and its Molecular Mechanisms Using Integrated Network Analysis. 1934-1940 - Xue Li, Zhiyue Fu, Peng Qian, Lijuan Wang, Hongkai Zhang, Xiaofang Zhou, Wenqiang Zhang, Fufeng Li:
Computerized Wrist pulse signal Diagnosis using Gradient Boosting Decision Tree. 1941-1947 - Yan Wang, Yunfang Liu, Lihui Yu, Li Ma, Xiaohong Cai, Shaowu Shen:
Research methods about data mining technology in the study medication Rule on Famous Veteran Teran Doctors of TCM. 1948-1952 - Hong-Kai Zhang, Yang-Yang Hu, Xue-Li, Li-Juan Wang, Wen-Qiang Zhang, Fu-Feng Li:
Computer Identification and Quantification of Fissured Tongue Diagnosis. 1953-1958 - Min Zhang, Dingjun Zhang, Suyuan Peng, Lizhe Fu, Jiaowang Tan, Meiqin Ye, Qiong Huang, Li Luo, Xusheng Liu, Yifan Wu:
Chronic Kidney Disease Medication Adherence and its Influencing Factors: An Observation and Analysis. 1959-1966 - Tianlin Zhang, Ying Liu, Pei Quan:
Domain specific automatic Chinese multiple-type question generation. 1967-1971 - Jiayou Zhao, Liya Hu, Jinlan Feng, Xinxin Yun, Shan Wu:
Acupoint Stimulation in Treatment of Obstructive Sleep Apnea Hypopnea Syndrome (OSAHS): A Systematic Review and Meta-analysis. 1972-1976 - Guang Zheng, Jinghu Wang:
Protein Regulating Networks underlying Multiple Actions against Cancer Delivered by Ginseng. 1977-1981 - Rashmie Abeysinghe, Fengbo Zheng, Eugene W. Hinderer, Hunter N. B. Moseley, Licong Cui:
A Lexical Approach to Identifying Subtype Inconsistencies in Biomedical Terminologies. 1982-1989 - Hao Liu, P. Lloyd Hildebrand, Yehoshua Perl, James Geller:
Enrichment of SNOMED CT Ophthalmology Component to Support EHR Coding. 1990-1997 - C. Paul Morrey:
Mapping of MalaCards Maladies to UMLS Concepts. 1998-2000 - Ling Zheng, Yan Chen, Yehoshua Perl, Michael Halper, James Geller, Sherri de Coronado:
Quality Assurance of Concept Roles in the National Cancer Institute thesaurus. 2001-2008 - Ermanno Cordelli, Mario Merone, Flavio Di Giacinto, Bareket Daniel, Giuseppe Maulucci, Shlomo Sasson, Paolo Soda:
Early experiences in 4D quantitative analysis of insulin granules in living beta-cells. 2009-2016 - Vineetha Menon, Shantia Yarahmadian:
Wavelet Based Compressed Sensing Sampling and Estimation of N-States Random Evolution Model Parameters in Microtubule Signal. 2009-2016 - Oier Echaniz, Manuel Graña:
A Comparison of PAR-CLIP Peak Calling Approaches on Noisy Data. 2017-2023 - Carlos Fernandes, Luis Fonseca, Flora J. Ferreira, Miguel F. Gago, Luís Costa, Nuno J. Sousa, Carlos Abreu Ferreira, João Gama, Wolfram Erlhagen, Estela Bicho:
Artificial Neural Networks Classification of Patients with Parkinsonism based on Gait. 2024-2030 - Lina Teresa Gaudio, Pierangelo Veltri, Gionata Fragomeni:
Modeling and application of aorta coarctation: support system for pre-operative decision. 2031-2032 - Diana Victoria Ramírez López, Carlos A. Peña-Reyes, Álvaro J. Rojas:
Agent-based modeling of mesenchymal stem cells on a 3D-printed bio-device for the regenerative treatment of the infarcted myocardium. 2033-2040 - Domenico Mirarchi, Patrizia Vizza, Giuseppe Tradigo, Giuseppe Di Fatta, Pierangelo Veltri:
On the use of mining techniques to analyse human papilloma virus dataset. 2041-2048 - Kim-Cuong T. Nguyen, Danni Shi, Neelambar R. Kaipatur, Edmond H. M. Lou, Paul W. Major, Kumaradevan Punithakumar, Lawrence H. Le:
Graph Cuts-based Segmentation of Alveolar Bone in Ultrasound Imaging. 2049-2055 - Rosa Sicilia, Mario Merone, Roberto Valenti, Ermanno Cordelli, Federico D'Antoni, Vincenzo De Ruvo, Patrizia Benedetta Dragone, Sara Esposito, Paolo Soda:
Cross-topic Rumour Detection in the Health Domain. 2056-2063 - Patrizia Vizza, Giuseppe Tradigo, Pierangelo Veltri, Pasquale Lambardi, Claudia Garofalo, Fulvia Michela Caligiuri, Gianmichele Caligiuri, Pietro Hiram Guzzi:
Tracking agricultural products for wellness care. 2064-2067 - Mario Ciampi, Angelo Esposito, Giuseppe De Pietro, Elio Masciari, Mario Sicuranza:
Big Data and Health Care: a lesson learned. 2068-2075 - Pietro Cinaglia, Pietro Hiram Guzzi, Pierangelo Veltri:
INTEGRO: an algorithm for data-integration and disease-gene association. 2076-2081 - Manpriya Dua, Daniel Veltri, Barney Bishop, Amarda Shehu:
Guiding Exploration of Antimicrobial Peptide Space with a Deep Neural Network. 2082-2087 - Claudia Giallombardo, Salvatore Morfea, Simona E. Rombo:
An Integrative Framework for the Construction of Big Functional Networks. 2088-2093 - Paolo Lo Giudice, Domenico Ursino, Luca Virgili:
A "big data oriented" and "complex network based" model supporting the uniform investigation of heterogeneous personalized medicine data. 2094-2101 - Mikel Laburu, Alicia Pérez, Arantza Casillas, Iakes Goenaga, Maite Oronoz:
Can I find information about rare diseases in some other language? 2102-2108 - Diego Perna:
Convolutional Neural Networks Learning from Respiratory data. 2109-2113 - Umberto Ferraro Petrillo, Francesco Palini:
Partial Parallel Error Correction of Pair-end Short Reads using GPU. 2114-2116 - Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri:
Image pre-processing in computer vision systems for melanoma detection. 2117-2124 - Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Giuseppe Lucio Cascini, Francesco Dattola, Pasquale Franco, Miriam Iusi, Pierangelo Veltri, Eugenio Vocaturo:
SIMPATICO 3D: A Medical Information System for Diagnostic Procedures. 2125-2128 - Mitsuhiro Eto, Wataru Hirota, Shigeto Seno, Hideo Matsuda:
Asymmetric Integration of Single-Cell Transcriptomic Data using Latent Dirichlet Allocation and Procrustes Analysis. 2129-2135 - Feiping Li, Stephen Smith, Wooyoung Kim:
VIA-QMI: A visualized data analytic tool for Quantitative Multiplex Co-Immunoprecipitation(QMI) Platform. 2136-2143 - Sushmita Paul, Sonu Bansal:
Type 2 Diabetes Gene Identification Using an Integrated Approach from Single-Cell RNA Sequencing Data. 2152-2158 - Cindy Perscheid, Lukas Faber, Milena Kraus, Paul Arndt, Michael Janke, Sebastian Rehfeldt, Antje Schubotz, Tamara Slosarek, Matthias Uflacker:
A Tissue-aware Gene Selection Approach for Analyzing Multi-tissue Gene Expression Data. 2159-2166 - Siyuan Wu, Tiangang Cui, Tianhai Tian:
Mathematical Modelling of Genetic Network for Regulating the Fate Determination of Hematopoietic Stem Cells. 2167-2173 - Yan Yan, Jiangyong Wei, Xiaohua Hu, Tianhai Tian:
Inference of protein-protein networks for triple-negative breast cancer using single-patient proteomic data. 2174-2181 - Zhongmeng Zhao, Jiali Huang, Mingzhe Xu, Ruoyu Liu, Siyu He, Xuanping Zhang, Jiayin Wang:
A computational method for detecting the associations between multiple loci and phenotypes. 2182-2189 - Huiru Zheng, Jyotsna Talreja Wassan, Mihnea Alexandru Moisescu, Lacramioara Stoicu-Tivadar, João Miranda, Mihaela Crisan-Vida, Ioan Stefan Sacala, Almir Badnjevic, Ivan Chorbev, Boro Jakimovski:
Multiscale Computing in Systems Medicine: a Brief Reflection. 2190-2195 - Rajaram Anantharaman, Matthew Velazquez, Yugyung Lee:
Utilizing Mask R-CNN for Detection and Segmentation of Oral Diseases. 2197-2204 - Carly A. Bobak, Jane E. Hill:
Evaluation of using a collective approach when selecting biomarker features from machine learning models. 2205-2212 - Yifeng Chen, Wei Sun, Haohan Wang:
Heterogeneous Hi-C Data Super-resolution with a Conditional Generative Adversarial Network. 2213-2220 - Corrine F. Elliott, Kristin Linscott, Satrio Husodo, Joseph Chappell, Jinze Liu:
Toward data-driven identification of kingdom-specific protein sequence motifs. 2221-2228 - Alexandra Espichan, Edwin Villanueva:
A novel ensemble method for high-dimensional genomic data classification. 2229-2236 - Morgane Evin, Joffrey Taillard, Hugo Loeches De la Fuente, Edith Galy, Catherine Berthelon:
Detection of functional state after alcohol consumption by classification and machine learning technics. 2237-2242 - Hong Fan, Chengcheng Zhang, Kezhen Zhang, Ruoxia Yao:
An improved C-V model for breast MR images segmentation. 2243-2248 - Nela Grimová, Martin Macas, Václav Gerla:
Addressing the Cold Start Problem in Active Learning Approach Used For Semi-automated Sleep Stages Classification. 2249-2253 - Jing Hu, Haomin Gan, Xiaolong Zhang, Nansheng Chen:
Analysis of hot regions prediction in PPI with different amino acid mutation using machine learning algorithm. 2254-2261 - Cheng Ling, Lin Yue, Jing-Yang Gao:
Classification of G-protein Coupled Receptors Based on Semi-navïe Bayesian Inference. 2262-2268 - Xiaoning Liu, FangFang Qiao, Shixiong Wang, Jun Feng, Shanghao Zhao, Wen Yang:
Skull Gender Identification Based on Skull Contour and Convolutional Neural Network. 2269-2273 - Yiyuan Ma, Bo Yang, Guixia Kang, Beibei Hou:
Hypertension Warning Model Based on Random Forest and Distance Metrics. 2274-2279 - Graham McCalmont, Philip J. Morrow, Huiru Zheng, Anas Samara, Sara Yasaei, Haiying Wang, Sally I. McClean:
eZiGait: Toward an AI Gait Analysis And Sssistant System. 2280-2286 - Miho Ohsaki, Hayato Sasaki, Naoya Kishimoto, Shigeru Katagiri, Patrick Hang Hui Then:
Discovery of Sets and Representatives of Variables in Co-nonlinear Relationships by Neural Network Regression and Group Lasso. 2287-2294 - Shivakumar Shivakumar:
A Statistical Approach To Correlating Environmental and Demographic Factors to Cancer Incidences Across U.S. Counties. 2295-2300 - Truong X. Tran, Marc L. Pusey, Ramazan S. Aygün:
Else-Tree Classifier for Minimizing Misclassification of Biological Data. 2301-2308 - Jinfeng Wang, Jiajie Chen, Hui Wang:
A New Model based on Fuzzy integral for Cancer Prediction. 2309-2315 - Xiaoran Zhang, David Glynn Martin, Michelle Noga, Kumaradevan Punithakumar:
Fully Automated Left Atrial Segmentation from MR Image Sequences Using Deep Convolutional Neural Network and Unscented Kalman Filter. 2316-2323 - Shinan Zhang, Shantanu Dev, Joseph Voyles, Anand S. Rao:
Attention-Based Multi-Task Learning in Pharmacovigilance. 2324-22328 - Fan Tong, Zheheng Luo, Dongsheng Zhao:
Using deep neural network to recognize mutation entities in biomedical literature. 2329-2332 - Lei Cui, Jun Feng, Lin Yang:
Semi-supervised Deep Linear Discriminant Analysis for Histopathology Image Classification. 2333-2337 - Paul Gigioli, Nikhita Sagar, Anand S. Rao, Joseph Voyles:
Domain-Aware Abstractive Text Summarization for Medical Documents. 2338-2343 - Francisco Gonzalez-Lopez, Juan Andres Morales-Cordovilla, Amelia Villegas-Morcillo, Angel M. Gomez, Victoria E. Sánchez:
End-to-end prediction of protein-protein interaction based on embedding and recurrent neural networks. 2344-2350 - Ghazala Khan, Naimul Mefraz Khan:
Brain MRI Segmentation using efficient 3D Fully Convolutional Neural Networks. 2351-2356 - Mijung Kim, Ho-min Park, Jasper Zuallaert, Olivier Janssens, Sofie Van Hoecke, Wesley De Neve:
Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning. 2357-2362 - Kaiyue Li, Guangtai Ding, Haitao Wang:
L-FCN: A lightweight fully convolutional network for biomedical semantic segmentation. 2363-2367 - Ojasvi Yadav, Kalpdrum Passi, Chakresh Kumar Jain:
Using Deep Learning to Classify X-ray Images of Potential Tuberculosis Patients. 2368-2375 - Tanmay Tulsidas Verlekar, Paulo Lobato Correia, Luís Ducla Soares:
Using transfer learning for classification of gait pathologies. 2376-2381 - Fuxu Wang, Mingrui Sun, Tengfei Min, Yueying Wang, Chunpu Liu, Tianyi Zang, Yadong Wang:
Analysis for Early Seizure Detection System Based on Deep Learning Algorithm. 2382-2389 - Da Zhang, Mansur R. Kabuka:
Protein Family Classification with Multi-Layer Graph Convolutional Networks. 2390-2393 - Jindrich Adolf, Martin Macas, Lenka Lhotská, Jaromir Dolezal:
Deep neural network based body posture recognitions and fall detection from low resolution infrared array sensor. 2394-2399 - Olivia Alge, Jonathan Gryak, Yingqi Hua, Kayvan Najarian:
Classifying Osteosarcoma Using Meta-Analysis of Gene Expression. 2400-2404 - Mahboubeh Jannesari, Mehdi Habibzadeh, HamidReza Aboulkheyr, Pegah Khosravi, Olivier Elemento, Mehdi Totonchi, Iman Hajirasouliha:
Breast Cancer Histopathological Image Classification: A Deep Learning Approach. 2405-2412 - Ali Kishk, Mohamed El-Hadidi:
AmpliconNet: Sequence Based Multi-layer Perceptron for Amplicon Read Classification Using Real-time Data Augmentation. 2413-2418 - Zhi Li, Harm Derksen, Jonathan Gryak, Mohsen Hooshmand, Alexander Wood, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian:
Supraventricular Tachycardia Detection via Machine Learning Algorithms. 2419-2422 - Nurislam Tursynbek, Ghazal Ghahramany, Sheida Nabavi, Amin Zollanvari:
Predictive Meta-analysis of Multiple Microarray Datasets: An Application to Classification of Malignant Gliomas. 2423-2428 - Pourya Naderi Yeganeh, M. Taghi Mostafavi:
Use of Machine Learning for Diagnosis of Cancer in Ovarian Tissues with a Selected mRNA Panel. 2429-2434 - Fatima Zare, Sardar Ansari, Kayvan Najarian, Sheida Nabavi:
Copy number variation detection using partial alignment information. 2435-2441 - James Z. Chen:
Single-Particle 3D Reconstruction beyond the Nyquist Frequency. 2442-2445 - Biyan Chen, Aaron Wood, Charles M. Darr, Sangho Bok, Keshab Gangopadhyay, Jacob A. McFarland, Matthew R. Maschmann, Shubhra Gangopadhyay:
Single-molecule Imaging of Metallic Nanostructures on a Plasmonic Metal Grating Superlens. 2446-2452 - Nguyen P. Nguyen, Ilker Ersoy, Tommi A. White, Filiz Bunyak:
Automated Particle Picking in Cryo-Electron Micrographs using Deep Regression. 2453-2460 - Pavel Potocek, Remco Schoenmakers, Patrick Trampert, Tim Dahmen, Maurice Peemen:
Sparse Scanning Electron Microscopy for Imaging and Segmentation in Connectomics. 2461-2465 - Bo Zhou, Qiang Guo, Kaiwen Wang, Xiangrui Zeng, Xin Gao, Min Xu:
Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms. 2467-2473 - Aleksandra A. Galitsyna, Anastasia Zharikova, Maria Logacheva, Sergey V. Razin, Andrey Mironov, Alexey Gavrilov:
Large-scale analysis of RNA-DNA interactions. 2474-2475 - Pavel I. Kos, Aleksandra A. Galitsyna, Sergey V. Ulianov, Mikhail S. Gelfand, Sergey V. Razin, Alexander V. Chertovich:
Reconstruction of the chromatin 3D conformation from single cell Hi-C data. 2476 - Roman Kudrin, Andrey Mironov:
Inferring chromatin states with stochastic autoencoder. 2477-2478 - Artem Petrov, Pavel Kos, Alexander Chertovich:
Homopolymer with intrachain reversible bonds as a model of large-scale chromatin organization and dynamics. 2479 - K. Polovnikov, A. Gorsky, Sergei Nechaev:
Optimal Modularity Method (OMM) for unbiased TADs detection in chromatin contact maps of single cells. 2480-2481 - Olga Pushkareva, Alexander Kurashenko, Uliana Moskvina, Anatoly R. Rubinov, Mikhail S. Gelfand:
Clustering and Comparison of Hierarchies in the Spatial Organization of Chromatin. 2482-2487 - Michal Rozenwald, Ekaterina Khrameeva, Grigory V. Sapunov, Mikhail S. Gelfand:
Prediction of 3D Chromatin Structure Using Recurrent Neural Networks. 2488 - Sergei Starikov, Ekaterina Khrameeva, Mikhail S. Gelfand:
Prediction of chromatin spatial structure characteristics using machine learning methods. 2489 - Sergei Nechaev, K. Polovnikov, Mikhail V. Tamm:
Gaussian network approach to the description of topological constraints in the chromatin. 2490-2491 - Olga Tsoy, Aleksandra A. Galitsyna, Ekaterina Khrameeva, Sergey V. Ulianov, Mikhail S. Gelfand, Sergey V. Razin:
The chromatin structure of Dictyostelium discoideum. 2492 - Sergey V. Ulianov, Semen A. Doronin, Ekaterina E. Khrameeva, Pavel I. Kos, Sergey S. Starikov, Aleksandra A. Galitsyna, Artem Luzhin, Mikhail S. Gelfand, Alexander V. Chertovich, Sergey V. Razin, Yuri Y. Shevelyov:
Nuclear lamina maintains global spatial organization of chromatin in Drosophila cultured cells. 2493 - Vlada S. Zakharova, Aleksandra A. Galitsyna, Kirill E. Polovnikov, Ekaterina E. Khrameeva, Mariya D. Logacheva, Elena A. Mikhaleva, Egor S. Vassetzky, Aleksey A. Gavrilov, Yuri Y. Shevelev, Sergey K. Nechaev, Sergey V. Ulianov, Sergey V. Razin:
Single-cell Hi-C demonstrates that TADs are stable units of Drosophila genome folding that persist in individual cells. 2494 - Thibaud Berthomier, Ali Mansour, Luc Bressollette, Dominique Mottier, Frédéric Le Roy, B. Hermenault, C. Hoffmann, L. Frechier:
Unsupervised clustering of DVT Ultrasound Images using High Order Statistics. 2495-2501 - Xinzheng Dong, Chang Chen, Qingshan Geng, Zhixin Cao, Yu Jin, Yan Shi, Xiaohua Douglas Zhang:
An Improved Method for Using Sample Entropy to Reveal Medical Information in Data from Continuously Monitored Physiological Signals. 2502-2506 - Chen Huang, Dongliang Leng, Lu Li, Peiyan Zheng, Baoqing Sun, Xiaohua Douglas Zhang:
Transcriptome analysis of human peripheral blood reveals key circRNAs implicated in Allergic bronchopulmonary aspergillosis. 2507-2514 - Yu Jin, Teng Zhang, Zhixin Cao, Na Zhao, Chang Chen, Dandan Wang, Kuan-Cheok Lei, Dongliang Leng, Xiaohua Douglas Zhang:
Prediction Indicators for Acute Exacerbations of Chronic Obstructive Pulmonary Disease By Combining Non-linear analyses and Machine. 2515-2521 - Kuan-Cheok Lei, Xiaohua Douglas Zhang:
An approach on discretizing time series using recurrent neural network. 2522-2526 - Dongliang Leng, Chen Huang, Johnny Lei, Shixue Sun, Zhang XD:
Exploration of dysregulated lncRNA-mRNA network from the RNA-seq data of rats induced by three different synthetic cytotoxic compounds. 2527-2534 - Jiaxu Leng, Ying Liu, Tianlin Zhang, Pei Quan, Zhenyu Cui:
Context-Aware U-Net for Biomedical Image Segmentation. 2535-2538 - Shu-Hao Lu, Ka Yue Lee, Jones Iok Tong Chong, Andrew K. C. Lam, Jimmy S. M. Lai, David C. C. Lam:
Comparison of Ocular Biomechanical Machine Learning Classifiers for Glaucoma Diagnosis. 2539-2543 - Fei Meng, Yixuan Wang, Yan Shi, Maolin Cai, Liman Yang, Dongkai Shen:
A new type of wavelet de-noising algorithm for lung sound signals. 2544-2548 - Shixue Sun, Chang Chen, Chen Huang, Xiaohua Douglas Zhang:
Application of Arrayed CRISPR/cas9 Screen and its Data Analysis: a Systematic Review. 2549-2555 - Dandan Wang, Peiyan Zheng, Teng Zhang, Cheng Li, Lichun Chen, Yingying Zhai, Zhaozhi Zhang, Dongliang Leng, Ju Jin, Baoqing Sun, Xiaohua Douglas Zhang:
Analysis of the Complexity Pattems in Respiratory Data. 2556-2560 - Ming Xiao, Jiakun Li, Song Hong, Yongtao Yang, Junhua Li, Jianxin Wang, Jian Yang, Wenbiao Ding, Le Zhang:
K-mer Counting: memory-efficient strategy, parallel computing and field of application for Bioinformatics. 2561-2567 - Teng Zhang, Yu Jin, Shixue Sun, Yinhong Liu, Xiaohua Douglas Zhang:
Analysis of Impact Factors of Multiscale Entropy. 2568-2572 - Kathia Chenane, Youcef Touati:
EEG Signal Classification for BCI based on Neural Network. 2573-2576 - Matthias Eberlein, Raphael Hildebrand, Ronald Tetzlaff, Nico Hoffmann, Levin Kuhlmann, Benjamin H. Brinkmann, Jens Müller:
Convolutional Neural Networks for Epileptic Seizure Prediction. 2577-2582 - Haymanot Gebre-Amlak, Hoang (Mark) Nguyen, Jesse Lowe, Ala-Addin Nabulsi, Narisa Nan Chu:
Spatial Correlation Preserving EEG Dimensionality Reduction Using Machine Learning. 2583-2589 - Václav Gerla, Václav Kremen, Martin Macas, Elizaveta Saifutdinová, Arnost Mládek, Lenka Lhotská:
Expert-in-the-loop Learning for Sleep EEG Data. 2590-2596 - Vipin Gupta, Anurag Nishad, Ram Bilas Pachori:
Focal EEG signal detection based on constant-bandwidth TQWT filter-banks. 2597-2604 - Niago Moreira Nobre Leite, Eanes Torres Pereira, Edmar Candeia Gurjão, Luciana Ribeiro Veloso:
Deep Convolutional Autoencoder for EEG Noise Filtering. 2605-2612 - Kueida Liao, Matthew V. Mollison, Tim Curran, Virginia R. de Sa:
Single-Trial EEG Predicts Memory Retrieval Using Leave-One-Subject-Out Classification. 2613-2620 - Martin Macas, Nela Grimová, Václav Gerla, Lenka Lhotská, Elizaveta Saifutdinová:
Active Learning for Semiautomatic Sleep Staging and Transitional EEG Segments. 2621-2627 - Marques Joao M. C., Hilda A. Cerdeira, Edgar Tanaka, Conrado de Vitor, Paula Gómez:
Heuristic Active Learning for the Prediction of Epileptic Seizures Using Single EEG Channel. 2628-2634 - Amir Mohammad Mijani, Mohammad Bagher Shamsollahi, Mohsen Sheikh Hassani, Shayan Jalilpour:
Comparison between Single, Dual and Triple Rapid Serial Visual Presentation Paradigms for P300 Speller. 2635-2638 - Ruben Moermans, Benjamin Wittevrongel, Marc M. Van Hulle:
Mutual Information-Based Electrode Selection Extended With Prior Knowledge For Use in Brain-Computer Interfacing. 2639-2644 - Keita Nakamura, Sho Sonoda, Hideitsu Hino, Masahiro Kawasaki, Shotaro Akaho, Noboru Murata:
Localizing Current Dipoles from EEG Data Using a Birth-Death Process. 2645-2651 - Olivier Pallanca, Sammy Khalife, Jesse Read:
Detection of sleep spindles in NREM 2 sleep stages: Preliminary study & benchmarking of algorithms. 2652-2655 - Jie-Lin Qiu, Xiao-Yu Li, Kai Hu:
Correlated Attention Networks for Multimodal Emotion Recognition. 2656-2660 - M. Isabel Vanegas, Maria Felice Ghilardi, Simon P. Kelly, Annabelle Blangero:
Machine learning for EEG-based biomarkers in Parkinson's disease. 2661-2665 - Jing Yang, Junhong Niu, Shuai Zeng, Ying Wang, Rong La, Wandeng Mao, Hanshu Cai:
Resting state EEG based depression recognition research using voting strategy method. 2666-2673 - Vincenzo Bonnici, Rosalba Giugno, Nicola Bombieri:
An Efficient Implementation of a Subgraph Isomorphism Algorithm for GPUs. 2674-2681 - Ryan Donovan, Michael Healy, Huiru Zheng, Felix Engel, Binh Vu, Michael Fuchs, Paul Walsh, Matthias L. Hemmje, Paul Mc Kevitt:
SenseCare: Using Automatic Emotional Analysis to Provide Effective Tools for Supporting. 2682-2687 - Ilaria Granata, Mario R. Guarracino, Valeriy A. Kalyagin, Lucia Maddalena, Ichcha Manipur, Panos M. Pardalos:
Supervised Classification of Metabolic Networks. 2688-2693 - Michael Healy, Ryan Donovan, Paul Walsh, Huiru Zheng:
A Machine Learning Emotion Detection Platform to Support Affective Well Being. 2694-2700 - Bree Ann LaPointe, David J. John, James L. Norris, Edward E. Allen, Alexandria F. Harkey, Joelle K. Muhlemann, Gloria K. Muday:
A BCHC genetic algorithm model of cotemporal hierarchical Arabidopsis thaliana gene interactions. 2701-2708 - Zhenzhi Li, Yiming Zuo, Chaohui Xu, Rency S. Varghese, Habtom W. Ressom:
INDEED: R package for network based differential expression analysis. 2709-2712 - Ananda Mohan Mondal, Cornelia Ada Schultz, Markea Sheppard, Jasmine Carson, Raihanul Bari Tanvir, Tasmia Aqila:
Graph Theoretic Concepts as the Building Blocks for Disease Initiation and Progression at Protein Network Level: Identification and Challenges. 2713-2719 - Antara Sengupta, Pabitra Pal Choudhury, Hazel Nicolette Manners, Pietro Hiram Guzzi, Swarup Roy:
Chemical Characterization of Interacting Genes in Few Subnetworks of Alzheimer's Disease. 2720-2725 - Robert Aduviri, Daniel Matos, Edwin Villanueva:
Feature selection algorithm recommendation for gene expression data through gradient boosting and neural network metamodels. 2726-2728 - Olivia Angelin-Bonnet, Patrick J. Biggs, Matthieu Vignes:
The sismonr Package: Simulation of In Silico Multi-Omic Networks in R. 2729-2731 - Ivan Arisi, Paola Bertolazzi, Eleonora Cappelli, Federica Conte, Fabio Cumbo, Giulia Fiscon, Michele Sonnessa, Francesco Taglino:
An ontology-based approach to improve data querying and organization of Alzheimer's Disease data. 2732-2734 - Ivan Arisi, Mara D'Onofrio, Rossella Brandi, Michele Sonnessa, Alessandra Campanelli, Rita Florio, Valentina Sposato, Francesca Malerba, Antonino Cattaneo, Patrizia Mecocci, Giuseppe Bruno, Marco Canevelli, Magda Tsolaki, Natalia Pelteki, Fabrizio Stocchi, Laura Vacca, Giulia Fiscon, Paola Bertolazzi:
Mining clinical and laboratory data of neurodegenerative diseases by Machine Learning: transcriptomic biomarkers. 2735-2737 - Konosuke Asanou, Naoaki Ono, Chika Iwamoto, Kenoki Ohuchida, Koji Shindo, Shigehiko Kanaya:
Feature extraction and Cluster analysis of Pancreatic Pathological Image Based on Unsupervised Convolutional Neural Network. 2738-2740 - Usama Bakry, Mohamed Fares, Ali Kishk, Mohamed El-Hadidi:
MetaFlow: an interactive user-friendly workflow for automated analysis of whole genome shotgun sequencing metagenomic data. 2741-2743 - Miaosen Ding, Jing-Yang Gao, Cheng Ling, Liwei Gao:
cnnCNV: A Sensitive and Efficient Method for Detecting Copy Number Variation based on Convolutional Neural Networks. 2744-2746 - Abdurrahman Elbasir, Balasubramanian Moovarkumudalvan, Khalid Kunji, Prasanna R. Kolatkar, Halima Bensmail, Raghvendra Mall:
DeepCrystal: A Deep Learning Framework for Sequence-based Protein Crystallization Prediction. 2747-2749 - Giulia Fiscon, Emanuel Weitschek, Maria Cristina De Cola, Giovanni Felici, Paola Bertolazzi:
An integrated approach based on EEG signals processing combined with supervised methods to classify Alzheimer's disease patients. 2750-2752 - Hongwei Ge, Keyi Sun, Liang Sun, Mingde Zhao, Chunguo Wu:
A Selective Ensemble Learning Framework for ECG-Based Heartbeat Classification with Imbalanced Data. 2753-2755 - Tatsuki Hirozawa, Takeshi Yamada, Hayato Ohwada:
New Survival Prediction System for Terminal Patients based on Machine Learning. 2756-2758 - Jan Jelínek, Petr Skoda, David Hoksza:
Software framework for similarity-based prediction of protein interfaces. 2759-2761 - Jaehee Jung, Gangman Yi:
A tool for analyzing evolutionary trees of reconciled genes and single gene. 2762-2763 - Slim Karkar, Yann Le Guen, Cathy Philippe, Claire Dandine-Roulland, Morgane Pierre-Jean, Jean-François Mangin, Edith Le Floch, Vincent Frouin:
A study of feasibility for genome-wide haplotype association of complex traits in imaging genetics. 2764-2766 - Min-Gyu Kim, Ah Ra Lee, Hwi Jun Kwon, Ji Woong Kim, Il Kon Kim:
Sharing Medical Questionnaries based on Blockchain. 2767-2769 - Namjin Koo, Sangho Oh, Yong-Min Kim:
Inter-kingdom Comparative Analysis of Translationally Controlled Tumor Protein (TCTP) Provides Clues for Their Lineage-specific Evolution. 2770-2772 - Elise Larsonneur, Jonathan Mercier, Nicolas Wiart, Edith Le Floch, Olivier Delhomme, Vincent Meyer:
Evaluating Workflow Management Systems: A Bioinformatics Use Case. 2773-2775 - Matej Lexa, Radovan Lapar, Pavel Jedlicka, Ivan Vanat, Michal Cervenanský, Eduard Kejnovský:
TE-nester: a recursive software tool for structure-based discovery of nested transposable elements. 2776-2778 - Jennifer Luyapan, Xuemei Ji, Dakai Zhu, Todd A. MacKenzie, Christopher I. Amos, Jiang Gui:
An Efficient Survival Multifactor Dimensionality Reduction Method for Detecting Gene-Gene Interactions of Lung Cancer Onset Age. 2779-2781 - Belen Marin, Carlos Alquezar-Baeta, Monica Hernandez, Elvira Mayordomo:
Evolution of GWAS results through ADNI cohorts. 2782-2784 - Ryo Matsuoka, Kohzoh Yoshino, Eiichi Watanabe, Ken Kiyono:
Analysis of multiscale entropy characteristics of heart rate variability in patients with permanent atrial fibrillation for predicting ischemic stroke risk. 2785 - Soto Montalvo, Mario Almagro, Raquel Martínez, Víctor Fresno, Susana Lorenzo, Maria Carmen Morales, Beatriz Gonzalez, Jacinto Alamo, Alejandro Garcia-Caro:
Graphical User Interface for assistance with ICD-10 coding of Hospital Discharge Records. 2786-2788 - Zahra Mungloo-Dilmohamud, Gary Marigliano, Yasmina Jaufeerally-Fakim, Carlos A. Peña-Reyes:
A Comparative Study of Feature Selection Methods for Biomarker Discovery. 2789-2791 - Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Masakazu Higuchi, Shunji Mitsuyoshi, Takeshi Takano, Hiroyuki Toda, Taku Saito, Masaaki Tanichi, Aihide Yoshino, Shinichi Tokuno:
Feasibility Study for Estimation of Depression Severity using Voice Analysis. 2792-2794 - Yasuhiro Omiya, Takeshi Takano, Tomotaka Uraguchi, Masakazu Higuchi, Shuji Shinohara, Mitsuteru Nakamura, Shunji Mitsuyoshi, Mirai So, Shinichi Tokuno:
Estimating depressive status from voice. 2795-2796 - Yafeng Ren, Hao Fei, Han Ren:
Neural Networks for Bacterial Named Entity Recognition. 2797-2799 - Maxim Ryzhii, Elena Ryzhii:
Development of Simplified Model of Atrioventricular Node with Dual Pathway. 2800-2802 - Elizaveta Saifutdinová, Daniela Urbaczka Dudysova, Lenka Lhotská, Václav Gerla, Martin Macas:
Artifact Detection in Multichannel Sleep EEG using Random Forest Classifier. 2803-2805 - Weiwei Schultz, Calixte Monast, Mathias Hesse, Leon Chang, Michael Scully, Yanqing Chen, Xuejun Liu, Zachary Hutchins, Stelios Pavlidis, Frédéric Baribaud:
Analysis of integrated inflammatory bowel disease mouse models to assess their disease driving pathways and relevance for Crohn's disease and Ulcerative colitis. 2806-2807 - Elen Tevanyan, Maria Poptsova:
Recognizing Patterns of Nucleosome and DNA Structures Positioning. 2808-2809 - DeAndre A. Tomlinson, David C. Molik, Michael E. Pfrender, Scott J. Emrich:
The Effects of Normalization, Transformation, and Rarefaction on Clustering of OTU Abundance. 2810-2812 - Qingfeng Wang, Jie-Zhi Cheng, Zhiqin Liu, Jun Huang, Qiyu Liu, Ying Zhou, Weiyun Xu, Chao Wang, Xuehai Zhou:
Multi-order Transfer Learning for Pathologic Diagnosis of Pulmonary Nodule Malignancy. 2813-2815 - Shogo Yata, Akinori Iyama, Saburo Sakoda, Kohzoh Yoshino:
Analysis of heart rate response to sleep apnea events in patients with Parkinson's disease. 2816 - Dankyu Yoon, Su-Jin Baek, Kipoong Kim, Hye-Ryun Kang, Jeom Kyu Lee:
East Asian specific asthma associated variants were discovered via exome-sequencing. 2817-2819 - Adam Zhang, Tai-Jung Lee, Surbhi Jain, Ying-Hsiu Su:
Urine as an Alternative to Blood for Cancer Liquid Biopsy and Precision Medicine. 2820-2525 - Wenhao Zhang, Liangcai Gao, Zhi Tang, Menglong Ran, Zhimiao Lin:
A Benchmark for Automatic Acral Melanoma Preliminary Screening. 2829-2831 - Guang Zheng, Fei Hou:
Cantharidin Triggers Apoptosis via ALB and PPP2R4 against Lung Cancer. 2832-2836 - Zhiwei Liang, Xipeng Yu, Yinong Chu, Geng Li, Qianrong Liang, Xiaoping Lai:
Html5 private electronic health record based on Chinese WS series standards. 2837
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