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Brett Duce
ORCID
Publication Activity (10 Years)
Years Active: 2009-2023
Publications (10 Years): 13
Top Topics
Deep Learning
Neural Network
Event Detection
Noisy Measurements
Top Venues
IEEE J. Biomed. Health Informatics
IEEE Trans. Biomed. Eng.
BioCAS
EMBC
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Publications
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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
(2023)
Marika Rissanen
,
Henri Korkalainen
,
Brett Duce
,
Saara Sillanmäki
,
Henna Pitkänen
,
Aaron Suni
,
Sami Nikkonen
,
Antti Kulkas
,
Juha Töyräs
,
Timo Leppänen
,
Samu Kainulainen
Obstructive Sleep Apnea Patients With Atrial Arrhythmias Suffer From Prolonged Recovery From Desaturations.
IEEE Trans. Biomed. Eng.
70 (7) (2023)
Eric Staykov
,
Dwayne L. Mann
,
Samu Kainulainen
,
Brett Duce
,
Timo Leppänen
,
Juha Töyräs
,
Scott A. Sands
,
Philip I. Terrill
Nasal Pressure Derived Airflow Limitation and Ventilation Measurements are Resilient to Reduced Signal Quality.
EMBC
(2023)
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) (2023)
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
Deep Learning Enables Accurate Automatic Sleep Staging Based on Ambulatory Forehead EEG.
IEEE Access
10 (2022)
Henna Pitkänen
,
Brett Duce
,
Timo Leppänen
,
Samu Kainulainen
,
Antti Kulkas
,
Sami Myllymaa
,
Juha Töyräs
,
Henri Korkalainen
Gamma Power of Electroencephalogram Arousal Is Modulated by Respiratory Event Type and Severity in Obstructive Sleep Apnea.
IEEE Trans. Biomed. Eng.
69 (4) (2022)
Karen McCloy
,
Brett Duce
,
Craig Hukins
,
Udantha R. Abeyratne
Mapping Sleep Spindle Characteristics to Vigilance Outcomes in Patients with Obstructive Sleep Apnea.
EMBC
(2021)
Sami Nikkonen
,
Henri Korkalainen
,
Akseli Leino
,
Sami Myllymaa
,
Brett Duce
,
Timo Leppänen
,
Juha Töyräs
Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network.
IEEE J. Biomed. Health Informatics
25 (8) (2021)
Henri Korkalainen
,
Timo Leppänen
,
Brett Duce
,
Samu Kainulainen
,
Juhani Aakko
,
Akseli Leino
,
Laura Kalevo
,
Isaac O. Afara
,
Sami Myllymaa
,
Juha Töyräs
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
25 (7) (2021)
Henri Korkalainen
,
Juhani Aakko
,
Sami Nikkonen
,
Samu Kainulainen
,
Akseli Leino
,
Brett Duce
,
Isaac O. Afara
,
Sami Myllymaa
,
Juha Töyräs
,
Timo Leppänen
Accurate Deep Learning-Based Sleep Staging in a Clinical Population With Suspected Obstructive Sleep Apnea.
IEEE J. Biomed. Health Informatics
24 (7) (2020)
Vinayak R. Swarnkar
,
Udantha R. Abeyratne
,
Brett Duce
,
Roneel V. Sharan
,
Craig Hukins
,
Karen McCloy
Night-Time Brain Inter-Hemispheric Asynchrony in Sleep Apnea Patients Carry Information on Neuropsychological Impairment.
BioCAS
(2019)
Karen McCloy
,
Roneel V. Sharan
,
Udantha R. Abeyratne
,
Brett Duce
,
Craig Hukins
,
Vinayak R. Swarnkar
Using Polysomnographic Data to Investigate Symptom Clusters Associated with Cognitive Decline in Patients with Obstructive Sleep Apnea.
BioCAS
(2019)
Mrunal N. Markandeya
,
Udantha R. Abeyratne
,
Roneel V. Sharan
,
Craig Hukins
,
Brett Duce
,
Karen McCloy
Severity Analysis of Upper Airway Obstructions: Oesophageal Pressure Versus Snoring Sounds.
BioCAS
(2019)
Udantha R. Abeyratne
,
Vinayak Swarnkar
,
Craig Hukins
,
Brett Duce
Interhemispheric Asynchrony Correlates With Severity of Respiratory Disturbance Index in Patients With Sleep Apnea.
IEEE Trans. Biomed. Eng.
57 (12) (2010)
Vinayak Swarnkar
,
Udantha R. Abeyratne
,
Craig Hukins
,
Brett Duce
A state transition-based method for quantifying EEG sleep fragmentation.
Medical Biol. Eng. Comput.
47 (10) (2009)