A state transition-based method for quantifying EEG sleep fragmentation. - Vinayak Swarnkar; Udantha R. Abeyratne; Craig Hukins; Brett Duce (Medical Biol. Eng. Comput., 2009)

Interhemispheric Asynchrony Correlates With Severity of Respiratory Disturbance Index in Patients With Sleep Apnea. - Udantha R. Abeyratne; Vinayak Swarnkar; Craig Hukins; Brett Duce (IEEE Trans. Biomed. Eng., 2010)

Severity Analysis of Upper Airway Obstructions: Oesophageal Pressure Versus Snoring Sounds. - Mrunal N. Markandeya; Udantha R. Abeyratne; Roneel V. Sharan; Craig Hukins; Brett Duce; Karen McCloy (BioCAS, 2019)

Using Polysomnographic Data to Investigate Symptom Clusters Associated with Cognitive Decline in Patients with Obstructive Sleep Apnea. - Karen McCloy; Roneel V. Sharan; Udantha R. Abeyratne; Brett Duce; Craig Hukins; Vinayak R. Swarnkar (BioCAS, 2019)

Night-Time Brain Inter-Hemispheric Asynchrony in Sleep Apnea Patients Carry Information on Neuropsychological Impairment. - Vinayak R. Swarnkar; Udantha R. Abeyratne; Brett Duce; Roneel V. Sharan; Craig Hukins; Karen McCloy (BioCAS, 2019)

Accurate Deep Learning-Based Sleep Staging in a Clinical Population With Suspected Obstructive Sleep Apnea. - Henri Korkalainen; Juhani Aakko; Sami Nikkonen; Samu Kainulainen; Akseli Leino; Brett Duce; Isaac O. Afara; Sami Myllymaa; Juha Töyräs; Timo Leppänen (IEEE J. Biomed. Health Informatics, 2020)

Mapping Sleep Spindle Characteristics to Vigilance Outcomes in Patients with Obstructive Sleep Apnea. - Karen McCloy; Brett Duce; Craig Hukins; Udantha R. Abeyratne (EMBC, 2021)

Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea. - Henri Korkalainen; Timo Leppänen; Brett Duce; Samu Kainulainen; Juhani Aakko; Akseli Leino; Laura Kalevo; Isaac O. Afara; Sami Myllymaa; Juha Töyräs (IEEE J. Biomed. Health Informatics, 2021)

Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network. - Sami Nikkonen; Henri Korkalainen; Akseli Leino; Sami Myllymaa; Brett Duce; Timo Leppänen; Juha Töyräs (IEEE J. Biomed. Health Informatics, 2021)

Deep Learning Enables Accurate Automatic Sleep Staging Based on Ambulatory Forehead EEG. - Akseli Leino; Henri Korkalainen; Laura Kalevo; Sami Nikkonen; Samu Kainulainen; Alexander Ryan; Brett Duce; Kirsi Sipila; Jari Ahlberg; Johanna Sahlman; Tomi Miettinen; Susanna Westeren-Punnonen; et al. (IEEE Access, 2022)

Gamma Power of Electroencephalogram Arousal Is Modulated by Respiratory Event Type and Severity in Obstructive Sleep Apnea. - Henna Pitkänen; Brett Duce; Timo Leppänen; Samu Kainulainen; Antti Kulkas; Sami Myllymaa; Juha Töyräs; Henri Korkalainen (IEEE Trans. Biomed. Eng., 2022)

Nasal Pressure Derived Airflow Limitation and Ventilation Measurements are Resilient to Reduced Signal Quality. - Eric Staykov; Dwayne L. Mann; Samu Kainulainen; Brett Duce; Timo Leppänen; Juha Töyräs; Scott A. Sands; Philip I. Terrill (EMBC, 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)

A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection. - Riku Huttunen; Timo Leppänen; Brett Duce; Erna Sif Arnardóttir; Sami Nikkonen; Sami Myllymaa; Juha Töyräs; Henri Korkalainen (IEEE Trans. Biomed. Eng., 2023)

Obstructive Sleep Apnea Patients With Atrial Arrhythmias Suffer From Prolonged Recovery From Desaturations. - Marika Rissanen; Henri Korkalainen; Brett Duce; Saara Sillanmäki; Henna Pitkänen; Aaron Suni; Sami Nikkonen; Antti Kulkas; Juha Töyräs; Timo Leppänen; Samu Kainulainen (IEEE Trans. Biomed. Eng., 2023)