Erna Sif Arnardóttir

19 papers C 1Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Data Work in Healthcare. Mediating data quality and data governance in a data-intensive world.
Scand. J. Inf. Syst.
Bjarki Freyr Sveinbjarnarson, Lisa Schmitz, Erna Sif Arnardóttir, Anna Sigridur Islind
2025 J jnl
Time-frequency ridge characterisation of sleep stage transitions: Towards improving electroencephalogram annotations using an advanced visualisation technique.
Expert Syst. Appl.
Christopher McCausland, Pardis Biglarbeigi, Raymond R. Bond, Golnaz Yadollahikhales, Alan Kennedy, Anna Sigridur Islind, Erna Sif Arnardóttir, Dewar D. Finlay
2025 J jnl
VALID Care Pathways: A Framework for Meaningful Digital Platform Design.
Commun. Assoc. Inf. Syst.
Lisa Schmitz, Elena Richert, Kamilla Rún Jóhannsdóttir, Erna Sif Arnardóttir, Anna Sigridur Islind
2025 J jnl
World of ScoreCraft: Novel Multi Scorer Experiment on the Impact of a Decision Support System in Sleep Staging.
CoRR
Benedikt Holm, Arnar Óskarsson, Björn Elvar Þorleifsson, Hörður Þór Hafsteinsson, Sigríður Sigurðardóttir, Heiður Grétarsdóttir, Kenan Hoelke, Gabriel Marc Marie Jouan, Thomas Penzel, Erna Sif Arnardóttir, María Óskarsdóttir
2024 J jnl
An Optimized Framework for Processing Large-scale Polysomnographic Data Incorporating Expert Human Oversight.
CoRR
Benedikt Holm, Gabriel Jouan, Emil Hardarson, Sigríður Sigurðardóttir, Kenan Hoelke, Conor Murphy, Erna Sif Arnardóttir, María Óskarsdóttir, Anna Sigríður Islind
2024 J jnl
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.
Gabriel Jouan, Erna Sif Arnardóttir, Anna Sigridur Islind, María Óskarsdóttir
2024 J jnl
An optimized framework for processing multicentric polysomnographic data incorporating expert human oversight.
Frontiers Neuroinformatics
Benedikt Holm, Gabriel Jouan, Emil Hardarson, Sigríður Sigurðardóttir, Kenan Hoelke, Conor Murphy, Erna Sif Arnardóttir, María Óskarsdóttir, Anna Sigríður Islind
2024 J jnl
Anomaly detection in sleep: detecting mouth breathing in children.
Data Min. Knowl. Discov.
Luka Biedebach, María Óskarsdóttir, Erna Sif Arnardóttir, Sigríður Sigurðardóttir, Michael Clausen, Sigurveig Þóra Sigurardóttir, Marta Serwatko, Anna Sigridur Islind
2024 — conf
Human-AI Collaboration: From Explainable AI to Co-Creating Meaning.
ACIS
Emil Hardarson, Frida Ivarsson, Anna Sigríður Islind, Erna Sif Arnardóttir, María Óskarsdóttir
2023 J jnl
A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection.
IEEE Trans. Biomed. Eng.
Riku Huttunen, Timo Leppänen, Brett Duce, Erna Sif Arnardóttir, Sami Nikkonen, Sami Myllymaa, Juha Töyräs, Henri Korkalainen
2023 — conf
Exploration of Sleep Events in the Latent Space of Variational Autoencoders on a Breath-by-Breath Basis.
HICSS
Benedikt Thordarson, Anna Sigridur Islind, Erna Sif Arnardóttir, Maria Óskarsdóttir
2023 J jnl
Generalizable Deep Learning-Based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings.
IEEE J. Biomed. Health Informatics
Matias Rusanen, Riku Huttunen, Henri Korkalainen, Sami Myllymaa, Juha Töyräs, Katja Myllymaa, Sigríður Sigurðardóttir, Kristin A. Olafsdottir, Timo Leppänen, Erna Sif Arnardóttir, Samu Kainulainen
2023 — conf
Towards a Deeper Understanding of Sleep Stages through their Representation in the Latent Space of Variational Autoencoders.
HICSS
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
2023 C conf
Two Sides of the Same Pillow: Unfolding the Relationship between Objective and Subjective Sleep Quality with Unsupervised Learning.
ICIS
Luka Biedebach, María Óskarsdóttir, Erna Sif Arnardóttir, Anna Sigríður Islind
2023 J jnl
aSAGA: Automatic Sleep Analysis with Gray Areas.
CoRR
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
2022 J jnl
Toward Sleep Study Automation: Detection Evaluation of Respiratory-Related Events.
IEEE J. Biomed. Health Informatics
Michal Borsky, Marta Serwatko, Erna Sif Arnardóttir, Jacky Mallett
2022 — conf
Towards a Digital Sleep Diary Standard.
AMCIS
Lisa Schmitz, Bjarki Freyr Sveinbjarnarson, Guðni Nathan Gunnarsson, Ólafur Andri Davíðsson, Þór Breki Davíðsson, Erna Sif Arnardóttir, María Óskarsdóttir, Anna Sigríður Islind
2021 J jnl
Comparison of EEG Signal Characteristics Between Polysomnography and Self Applied Somnography Setup in a Pediatric Cohort.
IEEE Access
Samu Kainulainen, Henri Korkalainen, Sigríður Sigurðardóttir, Sami Myllymaa, Marta Serwatko, Sigurveig Þóra Sigurardóttir, Michael Clausen, Timo Leppänen, Erna Sif Arnardóttir
2021 J jnl
Technical Performance of Textile-Based Dry Forehead Electrodes Compared With Medical-Grade Overnight Home Sleep Recordings.
IEEE Access
Matias Rusanen, Samu Kainulainen, Henri Korkalainen, Laura Kalevo, Katja Myllymaa, Timo Leppänen, Juha Töyräs, Erna Sif Arnardóttir, Sami Myllymaa