Brent Richards

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 9

Top Topics

High Frequencies

Feature Extraction

Heart Rate Variability

Convolutional Neural Networks

Top Venues

Int. J. Medical Informatics

Publications

A Hasitha Kuruwita, Ng Shu Kay, Alan Liew, Brent Richards, Kelvin Ross, Kuldeep Kumar, Luke Haseler, Meghan McConnell, Ping Zhang
Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks. BIBM (2022)
Dian Tjondronegoro, Elizabeth Irenne Yuwono, Brent Richards, Damian Green, Siiri Hatakka
Responsible AI Implementation: A Human-centered Framework for Accelerating the Innovation Process. CoRR (2022)
Meghan McConnell, Belinda Schwerin, Stephen So, Brent Richards
RR-APET - Heart rate variability analysis software. Comput. Methods Programs Biomed. 185 (2020)
Meghan McConnell, Belinda Schwerin, Nikaela Podolsky, Matthew Lee, Brent Richards, Stephen So
Classification of Steering Wheel Contacts from Electrocardiogram Signals Using Machine Learning. ICSPCC (2020)
Ping Zhang, Tegan Roberts, Brent Richards, Luke J. Haseler
Utilizing heart rate variability to predict ICU patient outcome in traumatic brain injury. BMC Bioinform. (17) (2020)
Ping Zhang, Tegan Roberts, Brent Richards, Luke J. Haseler
Predicting intensive care outcomes in traumatic brain injury using heart rate variability measures with feature extraction strategies. BIBM (2019)
James Todd, Adrian Gepp, Brent Richards, Bruce James Vanstone
Improving mortality models in the ICU with high-frequency data. Int. J. Medical Informatics 129 (2019)
Meghan McConnell, Stephen So, Celeste de Mézières, Brent Richards, Belinda Schwerin
High Frequency Electrocardiography Signal Acquisition and Impact on Heart Rate Variability. ICSPCS (2019)
James Todd, Brent Richards, Bruce J. Vanstone, Adrian Gepp
Text Mining and Automation for Processing of Patient Referrals. Appl. Clin. Inform. 9 (01) (2018)