Technical Performance of Textile-Based Dry Forehead Electrodes Compared With Medical-Grade Overnight Home Sleep Recordings. - Matias Rusanen; Samu Kainulainen; Henri Korkalainen; Laura Kalevo; Katja Myllymaa; Timo Leppänen; Juha Töyräs; Erna Sif Arnardóttir; Sami Myllymaa (IEEE Access, 2021)

An In-Laboratory Comparison of FocusBand EEG Device and Textile Electrodes Against a Medical-Grade System and Wet Gel Electrodes. - Matias Rusanen; Sami Myllymaa; Laura Kalevo; Katja Myllymaa; Juha Töyräs; Timo Leppänen; Samu Kainulainen (IEEE Access, 2021)

Towards a Deeper Understanding of Sleep Stages through their Representation in the Latent Space of Variational Autoencoders. - 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 (HICSS, 2023)

Corrections to "An In-Laboratory Comparison of FocusBand EEG Device and Textile Electrodes Against a Medical-Grade System and Wet Gel Electrodes". - Matias Rusanen; Sami Myllymaa; Laura Kalevo; Katja Myllymaa; Juha Töyräs; Timo Leppänen; Samu Kainulainen (IEEE Access, 2023)

aSAGA: Automatic Sleep Analysis with Gray Areas. - 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; et al. (CoRR, 2023)

Generalizable Deep Learning-Based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings. - Matias Rusanen; Riku Huttunen; Henri Korkalainen; Sami Myllymaa; Juha Töyräs; Katja Myllymaa; Sigríður Sigurðardóttir; Kristin A. Olafsdottir; Timo Leppänen; Erna Sif Arnardóttir; Samu Kainulainen (IEEE J. Biomed. Health Informatics, 2023)

A harmonized and interoperable format for storing and processing polysomnography data. - Riku Huttunen; Matias Rusanen; Sami Nikkonen; Henri Korkalainen; Samu Kainulainen (CoRR, 2024)

Joint Use of a Low Thermal Resolution Thermal Camera and an RGB Camera for Respiration Measurement. - Zaeed Khan; Matias Rusanen; Miika Arvonen; Timo Leppänen; Simo Särkkä (IEEE Trans. Instrum. Meas., 2024)

Optimal Electroencephalogram and Electrooculogram Signal Combination for Deep Learning-Based Sleep Staging. - Masoumeh Tashakori; Matias Rusanen; Tuomas Karhu; Riku Huttunen; Timo Leppänen; Sami Nikkonen (IEEE J. Biomed. Health Informatics, 2025)