Brent Richards

11 papers Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Hybrid Bidirectional Deep Learning Model Using HRV for Prediction of ICU Mortality Risk in TBI Patients.
J. Heal. Informatics Res.
A Hasitha Kuruwita, Shu-Kay Ng, Alan Wee-Chung Liew, Kelvin Ross, Brent Richards, Kuldeep Kumar, Luke J. Haseler, Ping Zhang
2025 — conf
Dynamic and Explainable Mortality Risk Prediction for TBI Patients in the ICU.
AIiH (1)
A Hasitha Kuruwita, Shu-Kay Ng, Alan Wee-Chung Liew, Kelvin Ross, Brent Richards, Kuldeep Kumar, Luke J. Haseler, Ping Zhang
2022 — conf
Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks.
BIBM
A Hasitha Kuruwita, Shu-Kay Ng, Alan Wee-Chung Liew, Brent Richards, Kelvin Ross, Kuldeep Kumar, Luke J. Haseler, Meghan McConnell, Ping Zhang
2022 J jnl
Responsible AI Implementation: A Human-centered Framework for Accelerating the Innovation Process.
CoRR
Dian Tjondronegoro, Elizabeth Irenne Yuwono, Brent Richards, Damian Green, Siiri Hatakka
2020 — conf
Classification of Steering Wheel Contacts from Electrocardiogram Signals Using Machine Learning.
ICSPCC
Meghan McConnell, Belinda Schwerin, Nikaela Podolsky, Matthew Lee, Brent Richards, Stephen So
2020 J jnl
RR-APET - Heart rate variability analysis software.
Comput. Methods Programs Biomed.
Meghan McConnell, Belinda Schwerin, Stephen So, Brent Richards
2020 J jnl
Utilizing heart rate variability to predict ICU patient outcome in traumatic brain injury.
BMC Bioinform.
Ping Zhang, Tegan Roberts, Brent Richards, Luke J. Haseler
2019 — conf
High Frequency Electrocardiography Signal Acquisition and Impact on Heart Rate Variability.
ICSPCS
Meghan McConnell, Stephen So, Celeste de Mézières, Brent Richards, Belinda Schwerin
2019 J jnl
Improving mortality models in the ICU with high-frequency data.
Int. J. Medical Informatics
James Todd, Adrian Gepp, Brent Richards, Bruce James Vanstone
2019 — conf
Predicting intensive care outcomes in traumatic brain injury using heart rate variability measures with feature extraction strategies.
BIBM
Ping Zhang, Tegan Roberts, Brent Richards, Luke J. Haseler
2018 J jnl
Text Mining and Automation for Processing of Patient Referrals.
Appl. Clin. Inform.
James Todd, Brent Richards, Bruce J. Vanstone, Adrian Gepp