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ORCIDErna Sif Arnardóttir
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2020 – today
- 2025
[j9]Christopher McCausland, Pardis Biglarbeigi, Raymond R. Bond, Golnaz Yadollahikhales, Alan Kennedy, Anna Sigridur Islind, Erna Sif Arnardóttir, Dewar D. Finlay:
Time-frequency ridge characterisation of sleep stage transitions: Towards improving electroencephalogram annotations using an advanced visualisation technique. Expert Syst. Appl. 262: 125490 (2025)- 2024
- [j8]Luka Biedebach
, María Óskarsdóttir, Erna Sif Arnardóttir, Sigríður Sigurðardóttir, Michael Clausen, Sigurveig Þóra Sigurardóttir, Marta Serwatko, Anna Sigridur Islind:
Anomaly detection in sleep: detecting mouth breathing in children. Data Min. Knowl. Discov. 38(3): 976-1005 (2024) - [j7]Gabriel Jouan, Erna Sif Arnardóttir, Anna Sigridur Islind, María Óskarsdóttir:
An algorithmic approach to identification of gray areas: Analysis of sleep scoring expert ensemble non agreement areas using a multinomial mixture model. Eur. J. Oper. Res. 317(2): 352-365 (2024) - [j6]Benedikt Holm, Gabriel Jouan, Emil Hardarson, Sigríður Sigurðardóttir, Kenan Hoelke, Conor Murphy, Erna Sif Arnardóttir, María Óskarsdóttir, Anna Sigríður Islind:
An optimized framework for processing multicentric polysomnographic data incorporating expert human oversight. Frontiers Neuroinformatics 18 (2024) - [c5]Emil Hardarson, Frida Ivarsson, Anna Sigríður Islind, Erna Sif Arnardóttir, María Óskarsdóttir:
Human-AI Collaboration: From Explainable AI to Co-Creating Meaning. ACIS 2024 - [i2]Benedikt Holm, Gabriel Jouan, Emil Hardarson, Sigríður Sigurðardóttir, Kenan Hoelke, Conor Murphy, Erna Sif Arnardóttir, María Óskarsdóttir, Anna Sigríður Islind:
An Optimized Framework for Processing Large-scale Polysomnographic Data Incorporating Expert Human Oversight. CoRR abs/2404.15313 (2024) - 2023
- [j5]Riku Huttunen, Timo Leppänen, Brett Duce, Erna Sif Arnardóttir, Sami Nikkonen, Sami Myllymaa, Juha Töyräs, Henri Korkalainen:
A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection. IEEE Trans. Biomed. Eng. 70(5): 1704-1714 (2023) - [j4]Matias Rusanen, Riku Huttunen, Henri Korkalainen, Sami Myllymaa, Juha Töyräs, Katja Myllymaa, Sigríður Sigurðardóttir, Kristin A. Olafsdottir, Timo Leppänen, Erna Sif Arnardóttir, Samu Kainulainen:
Generalizable Deep Learning-Based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings. IEEE J. Biomed. Health Informatics 27(4): 1869-1880 (2023) - [c4]Benedikt Thordarson, Anna Sigridur Islind, Erna Sif Arnardóttir, Maria Óskarsdóttir:
Exploration of Sleep Events in the Latent Space of Variational Autoencoders on a Breath-by-Breath Basis. HICSS 2023: 3091-3100 - [c3]Luka Biedebach, Matias Rusanen, Timo Leppänen, Anna Sigridur Islind, Benedikt Thordarson, Erna Sif Arnardóttir, Maria Óskarsdóttir, Henri Korkalainen, Sami Nikkonen, Samu Kainulainen, Juha Töyräs, Sami Myllymaa:
Towards a Deeper Understanding of Sleep Stages through their Representation in the Latent Space of Variational Autoencoders. HICSS 2023: 3111-3120 - [c2]Luka Biedebach, María Óskarsdóttir, Erna Sif Arnardóttir, Anna Sigríður Islind:
Two Sides of the Same Pillow: Unfolding the Relationship between Objective and Subjective Sleep Quality with Unsupervised Learning. ICIS 2023 - [i1]Matias Rusanen, Gabriel Jouan, Riku Huttunen, Sami Nikkonen, Sigríður Sigurðardóttir, Juha Töyräs, Brett Duce, Sami Myllymaa, Erna Sif Arnardóttir, Timo Leppänen, Anna Sigridur Islind, Samu Kainulainen, Henri Korkalainen:
aSAGA: Automatic Sleep Analysis with Gray Areas. CoRR abs/2310.02032 (2023) - 2022
- [j3]Michal Borsky, Marta Serwatko, Erna Sif Arnardóttir, Jacky Mallett:
Toward Sleep Study Automation: Detection Evaluation of Respiratory-Related Events. IEEE J. Biomed. Health Informatics 26(7): 3418-3426 (2022) - [c1]Lisa Schmitz, Bjarki Freyr Sveinbjarnarson, Guðni Nathan Gunnarsson, Ólafur Andri Davíðsson, Þór Breki Davíðsson, Erna Sif Arnardóttir, María Óskarsdóttir, Anna Sigríður Islind:
Towards a Digital Sleep Diary Standard. AMCIS 2022 - 2021
- [j2]Samu Kainulainen, Henri Korkalainen, Sigríður Sigurðardóttir, Sami Myllymaa, Marta Serwatko, Sigurveig Þóra Sigurardóttir, Michael Clausen, Timo Leppänen, Erna Sif Arnardóttir:
Comparison of EEG Signal Characteristics Between Polysomnography and Self Applied Somnography Setup in a Pediatric Cohort. IEEE Access 9: 110916-110926 (2021) - [j1]Matias Rusanen, Samu Kainulainen, Henri Korkalainen, Laura Kalevo, Katja Myllymaa, Timo Leppänen, Juha Töyräs, Erna Sif Arnardóttir, Sami Myllymaa:
Technical Performance of Textile-Based Dry Forehead Electrodes Compared With Medical-Grade Overnight Home Sleep Recordings. IEEE Access 9: 157902-157915 (2021)
Coauthor Index
aka: Anna Sigríður Islind
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