Brett Duce

15 papers Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
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
Nasal Pressure Derived Airflow Limitation and Ventilation Measurements are Resilient to Reduced Signal Quality.
EMBC
Eric Staykov, Dwayne L. Mann, Samu Kainulainen, Brett Duce, Timo Leppänen, Juha Töyräs, Scott A. Sands, Philip I. Terrill
2023 J jnl
Obstructive Sleep Apnea Patients With Atrial Arrhythmias Suffer From Prolonged Recovery From Desaturations.
IEEE Trans. Biomed. Eng.
Marika Rissanen, Henri Korkalainen, Brett Duce, Saara Sillanmäki, Henna Pitkänen, Aaron Suni, Sami Nikkonen, Antti Kulkas, Juha Töyräs, Timo Leppänen, Samu Kainulainen
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
Deep Learning Enables Accurate Automatic Sleep Staging Based on Ambulatory Forehead EEG.
IEEE Access
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, Esa Mervaala, Juha Töyräs, Sami Myllymaa, Timo Leppänen, Katja Myllymaa
2022 J jnl
Gamma Power of Electroencephalogram Arousal Is Modulated by Respiratory Event Type and Severity in Obstructive Sleep Apnea.
IEEE Trans. Biomed. Eng.
Henna Pitkänen, Brett Duce, Timo Leppänen, Samu Kainulainen, Antti Kulkas, Sami Myllymaa, Juha Töyräs, Henri Korkalainen
2021 J jnl
Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network.
IEEE J. Biomed. Health Informatics
Sami Nikkonen, Henri Korkalainen, Akseli Leino, Sami Myllymaa, Brett Duce, Timo Leppänen, Juha Töyräs
2021 J jnl
Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea.
IEEE J. Biomed. Health Informatics
Henri Korkalainen, Timo Leppänen, Brett Duce, Samu Kainulainen, Juhani Aakko, Akseli Leino, Laura Kalevo, Isaac O. Afara, Sami Myllymaa, Juha Töyräs
2021 — conf
Mapping Sleep Spindle Characteristics to Vigilance Outcomes in Patients with Obstructive Sleep Apnea.
EMBC
Karen McCloy, Brett Duce, Craig Hukins, Udantha R. Abeyratne
2020 J jnl
Accurate Deep Learning-Based Sleep Staging in a Clinical Population With Suspected Obstructive Sleep Apnea.
IEEE J. Biomed. Health Informatics
Henri Korkalainen, Juhani Aakko, Sami Nikkonen, Samu Kainulainen, Akseli Leino, Brett Duce, Isaac O. Afara, Sami Myllymaa, Juha Töyräs, Timo Leppänen
2019 — conf
Night-Time Brain Inter-Hemispheric Asynchrony in Sleep Apnea Patients Carry Information on Neuropsychological Impairment.
BioCAS
Vinayak R. Swarnkar, Udantha R. Abeyratne, Brett Duce, Roneel V. Sharan, Craig Hukins, Karen McCloy
2019 — conf
Severity Analysis of Upper Airway Obstructions: Oesophageal Pressure Versus Snoring Sounds.
BioCAS
Mrunal N. Markandeya, Udantha R. Abeyratne, Roneel V. Sharan, Craig Hukins, Brett Duce, Karen McCloy
2019 — conf
Using Polysomnographic Data to Investigate Symptom Clusters Associated with Cognitive Decline in Patients with Obstructive Sleep Apnea.
BioCAS
Karen McCloy, Roneel V. Sharan, Udantha R. Abeyratne, Brett Duce, Craig Hukins, Vinayak R. Swarnkar
2010 J jnl
Interhemispheric Asynchrony Correlates With Severity of Respiratory Disturbance Index in Patients With Sleep Apnea.
IEEE Trans. Biomed. Eng.
Udantha R. Abeyratne, Vinayak Swarnkar, Craig Hukins, Brett Duce
2009 J jnl
A state transition-based method for quantifying EEG sleep fragmentation.
Medical Biol. Eng. Comput.
Vinayak Swarnkar, Udantha R. Abeyratne, Craig Hukins, Brett Duce