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ORCIDRoger G. Mark
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- affiliation: Massachusetts Institute of Technology, Cambridge, USA
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2020 – today
- 2023
[c36]Stephanie M. Hu, Steven Horng, Seth J. Berkowitz, Ruizhi Liao, Rahul G. Krishnan, Li-Wei H. Lehman, Roger G. Mark:
Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help? CinC 2023: 1-4- [c35]Li-Wei H. Lehman, Benjamin Moody, Harsh Deep, Feng Wu, Hasan Saeed, Lucas McCullum, Diane Perry, Tristan Struja, Qiao Li, Gari D. Clifford, Roger G. Mark:
VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors. NeurIPS 2023 - 2022
- [c34]Lucas McCullum
, Hasan Saeed, Benjamin Moody, Diane Perry, Eric Gottlieb, Tom J. Pollard, Xavier Borrat Frigola, Qiao Li, Gari D. Clifford, Roger G. Mark, Li-Wei H. Lehman:
PhysioTag: An Open-Source Platform for Collaborative Annotation of Physiological Waveforms. CinC 2022: 1-4 - 2020
- [i3]Xiaoli Liu, Pan Hu, Zhi Mao, Po-Chih Kuo, Peiyao Li, Chao Liu, Jie Hu, Deyu Li, Desen Cao, Roger G. Mark, Leo Anthony Celi, Zhengbo Zhang, Feihu Zhou:
Interpretable Machine Learning Model for Early Prediction of Mortality in Elderly Patients with Multiple Organ Dysfunction Syndrome (MODS): a Multicenter Retrospective Study and Cross Validation. CoRR abs/2001.10977 (2020)
2010 – 2019
- 2019
- [i2]Alistair E. W. Johnson, Tom J. Pollard, Seth J. Berkowitz, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Roger G. Mark, Steven Horng:
MIMIC-CXR: A large publicly available database of labeled chest radiographs. CoRR abs/1901.07042 (2019) - 2018
- [j12]Li-Wei H. Lehman, Roger G. Mark, Shamim Nemati:
A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series. IEEE J. Biomed. Health Informatics 22(1): 56-66 (2018) - [c33]Mohammad M. Ghassemi, Tuka Al Hanai, M. Brandon Westover, Roger G. Mark, Shamim Nemati:
Personalized Medication Dosing Using Volatile Data Streams. AAAI Workshops 2018: 435-442 - [c32]Giovanni Angelotti, Pierandrea Morandini, Li-Wei H. Lehman, Roger G. Mark, Riccardo Barbieri:
The Role of Baroreflex Sensitivity in Acute Hypotensive Episodes Prediction in the Intensive Care Unit. EMBC 2018: 2784-2787 - [c31]Mohammad M. Ghassemi, Tuka Al Hanai, Jesse Daniel Raffa, Roger G. Mark, Shamim Nemati, Falgun H. Chokshi:
How is the Doctor Feeling? ICU Provider Sentiment is Associated with Diagnostic Imaging Utilization. EMBC 2018: 4058-4064 - [c30]Oliver Ren, Alistair E. W. Johnson, Eric P. Lehman, Matthieu Komorowski, Jerome Aboab, Fengyi Tang, Zach Shahn, Daby Sow, Roger G. Mark, Li-Wei H. Lehman:
Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical Data. ICHI 2018: 144-151 - [c29]Eric P. Lehman, Rahul G. Krishnan, Xiaopeng Zhao, Roger G. Mark, Li-Wei H. Lehman:
Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics. MLHC 2018: 571-586 - 2017
- [c28]Alistair E. W. Johnson, Roger G. Mark:
Real-time Mortality Prediction in the Intensive Care Unit. AMIA 2017 - [c27]Alistair E. W. Johnson, Tom J. Pollard, Leo A. Celi, Roger G. Mark:
Analyzing the eICU Collaborative Research Database. BCB 2017: 631 - [c26]Yang Dai, Sharukh Lokhandwala, William J. Long, Roger G. Mark, Li-Wei H. Lehman:
Phenotyping hypotensive patients in critical care using hospital discharge summaries. BHI 2017: 401-404 - [c25]Aaron Zalewski, William J. Long, Alistair E. W. Johnson, Roger G. Mark, Li-Wei H. Lehman:
Estimating patient's health state using latent structure inferred from clinical time series and text. BHI 2017: 449-452 - [c24]Mohammad M. Ghassemi, Willow Jarvis, Tuka Alhanai, Emery N. Brown, Roger G. Mark, M. Brandon Westover:
An open-source tool for the transcription of paper-spreadsheet data: Code and supplemental materials available online: Https: //github.com/deskool/images to spreadsheets. IEEE BigData 2017: 935-941 - [c23]Gari D. Clifford, Chengyu Liu, Benjamin Moody, Li-Wei H. Lehman, Ikaro Silva, Qiao Li, Alistair E. W. Johnson, Roger G. Mark:
AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017. CinC 2017 - [c22]Alistair E. W. Johnson, Tom J. Pollard, Roger G. Mark:
Reproducibility in critical care: a mortality prediction case study. MLHC 2017: 361-376 - [i1]Andrea S. Li, Alistair E. W. Johnson, Roger G. Mark:
False arrhythmia alarm reduction in the intensive care unit. CoRR abs/1709.03562 (2017) - 2016
- [c21]Gari D. Clifford, Chengyu Liu, David B. Springer, Benjamin Moody, Qiao Li, Ricardo C. Abad, José Millet, Ikaro Silva, Alistair E. W. Johnson, Roger G. Mark:
Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016. CinC 2016 - 2015
- [j11]Li-Wei H. Lehman, Ryan P. Adams, Louis Mayaud, George B. Moody, Atul Malhotra, Roger G. Mark, Shamim Nemati:
A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction. IEEE J. Biomed. Health Informatics 19(3): 1068-1076 (2015) - [c20]Catherine E. Chronaki, Abdullah Shahin, Roger G. Mark:
Designing Reliable Cohorts of Cardiac Patients Across MIMIC and eICU. CinC 2015: 189-192 - [c19]Gari D. Clifford, Ikaro Silva, Benjamin Moody, Qiao Li, Danesh Kella, Abdullah Shahin, Tristan Kooistra, Diane Perry, Roger G. Mark:
The PhysioNet/Computing in Cardiology Challenge 2015: Reducing False Arrhythmia Alarms in the ICU. CinC 2015: 273-276 - [c18]Mohammad Mahdi Ghassemi, Roger G. Mark, Shamim Nemati:
A Visualization of Evolving Clinical Sentiment Using Vector Representations of Clinical Notes. CinC 2015: 629-632 - [c17]Li-Wei H. Lehman, Shamim Nemati, Roger G. Mark:
Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series. CinC 2015: 1065-1068 - [c16]Mohammad M. Ghassemi, Edilberto Amorim, Sandipan B. Pati, Roger G. Mark, Emery N. Brown, Patrick L. Purdon, M. Brandon Westover:
An enhanced cerebral recovery index for coma prognostication following cardiac arrest. EMBC 2015: 534-537 - 2014
- [c15]Mengling Feng, Mohammad M. Ghassemi, Thomas Brennan, John Ellenberger, Ishrar Hussain, Roger G. Mark:
Big Data for Critical Care with Cloud-based In-Memory Database. AMIA 2014 - [c14]Li-Wei H. Lehman, Shamim Nemati, George B. Moody, Thomas Heldt, Roger G. Mark:
Uncovering Clinical Significance of Vital Sign Dynamics in Critical Care. CinC 2014: 1141-1144 - [c13]Li-Wei H. Lehman, William J. Long, Mohammed Saeed, Roger G. Mark:
Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort. EMBC 2014: 1773-1776 - [c12]Mengling Feng, Mohammad M. Ghassemi, Thomas Brennan, John Ellenberger, Ishrar Hussain, Roger G. Mark:
Management and analytic of biomedical big data with cloud-based in-memory database and dynamic querying: a hands-on experience with real-world data. KDD 2014: 1970 - 2013
- [j10]Daniel J. Scott, Joon Lee, Ikaro Silva, Shinhyuk Park, George B. Moody, Leo A. Celi, Roger G. Mark:
Accessing the public MIMIC-II intensive care relational database for clinical research. BMC Medical Informatics Decis. Mak. 13: 9 (2013) - [c11]Li-Wei H. Lehman, Shamim Nemati, Ryan P. Adams, George B. Moody, Atul Malhotra, Roger G. Mark:
Tracking progression of patient state of health in critical care using inferred shared dynamics in physiological time series. EMBC 2013: 7072-7075 - 2012
- [j9]Leo A. Celi, Roger G. Mark, Joon Lee, Daniel J. Scott, Trishan Panch:
Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System. J. Comput. Sci. Eng. 6(1): 51-59 (2012) - [j8]Ikaro Silva, Joon Lee, Roger G. Mark:
Signal Quality Estimation With Multichannel Adaptive Filtering in Intensive Care Settings. IEEE Trans. Biomed. Eng. 59(9): 2476-2485 (2012) - [c10]Li-Wei H. Lehman, Mohammed Saeed, William J. Long, Joon Lee, Roger G. Mark:
Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes. AMIA 2012 - [c9]Li-Wei H. Lehman, Shamim Nemati, Ryan P. Adams, Roger G. Mark:
Discovering shared dynamics in physiological signals: Application to patient monitoring in ICU. EMBC 2012: 5939-5942 - 2011
- [c8]Ikaro Silva, Joon Lee, Roger G. Mark:
Photoplethysmograph quality estimation through multichannel filtering. EMBC 2011: 4361-4364 - [c7]Joon Lee, Daniel J. Scott, Mauricio Villarroel, Gari D. Clifford, Mohammed Saeed, Roger G. Mark:
Open-access MIMIC-II database for intensive care research. EMBC 2011: 8315-8318 - [c6]George B. Moody, Roger G. Mark, Ary L. Goldberger:
PhysioNet: Physiologic signals, time series and related open source software for basic, clinical, and applied research. EMBC 2011: 8327-8330
2000 – 2009
- 2008
- [j7]Anton Aboukhalil, Larry Nielsen, Mohammed Saeed, Roger G. Mark, Gari D. Clifford:
Reducing false alarm rates for critical arrhythmias using the arterial blood pressure waveform. J. Biomed. Informatics 41(3): 442-451 (2008) - [j6]Ishna Neamatullah, Margaret M. Douglass, Li-Wei H. Lehman, Andrew T. Reisner, Mauricio Villarroel, William J. Long, Peter Szolovits, George B. Moody, Roger G. Mark, Gari D. Clifford:
Automated de-identification of free-text medical records. BMC Medical Informatics Decis. Mak. 8: 32 (2008) - 2006
- [j5]Ramakrishna Mukkamala, Andrew T. Reisner, Horacio M. Hojman, Roger G. Mark, Richard J. Cohen:
Continuous cardiac output monitoring by peripheral blood pressure waveform analysis. IEEE Trans. Biomed. Eng. 53(3): 459-467 (2006) - [c5]Mohammed Saeed, Roger G. Mark:
A Novel Method for the Efficient Retrieval of Similar Multiparameter Physiologic Time Series Using Wavelet-Based Symbolic Representations. AMIA 2006 - [c4]Thomas Heldt, William J. Long, George C. Verghese, Peter Szolovits, Roger G. Mark:
Integrating Data, Models, and Reasoning in Critical Care. EMBC 2006: 350-353 - 2005
- [c3]Brian Janz, Mohammed Saeed, Joseph J. Frassica, Gari D. Clifford, Roger G. Mark:
Development and Optimization of a Critical Care Alert and Display (CCAD) System using Retrospective ICU Databases. AMIA 2005 - 2002
- [c2]Eun Bo Shim, Chan-Hyun Youn, Thomas Heldt, Roger D. Kamm, Roger G. Mark:
Computational Modeling of the Cardiovascular System After Fontan Procedure. ISMDA 2002: 105-114 - 2001
- [c1]Isaac C. Henry, Ary L. Goldberger, George B. Moody, Roger G. Mark:
PhysioNet: An NIH Research Resource for Physiologic Datasets and Open Source Software. CBMS 2001: 245-
1990 – 1999
- 1998
- [j4]Pablo Laguna, George B. Moody, Roger G. Mark:
Power spectral density of unevenly sampled data by least-square analysis: performance and application to heart rate signals. IEEE Trans. Biomed. Eng. 45(6): 698-715 (1998) - 1993
- [j3]Chen-Chin Lee, Roger G. Mark:
Analysis of arterial waves by the single-pulse-response method. IEEE Trans. Biomed. Eng. 40(8): 833-836 (1993)
1980 – 1989
- 1989
- [j2]Adel M. Malek, Roger G. Mark:
Functional electrical stimulation of the latissimus dorsi muscle for use in cardiac assist. IEEE Trans. Biomed. Eng. 36(7): 781-788 (1989) - 1988
- [j1]Paul Albrecht, Richard J. Cohen, Roger G. Mark:
A stochastic characterization of chronic ventricular ectopic activity. IEEE Trans. Biomed. Eng. 35(7): 539-550 (1988)
Coauthor Index
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