Articles with public access mandates - Thomas E. DoyleLearn more
Not available anywhere: 9
Impact of Physiological Sensor Variance on Machine Learning Algorithms
A Simons, T Doyle, D Musson, J Reilly
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Trust Metrics for Medical Deep Learning Using Explainable-AI Ensemble for Time Series Classification
K Siddiqui, TE Doyle
2022 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 2022
Mandates: Natural Sciences and Engineering Research Council of Canada
Using Medical Imaging Effective Dose in Deep Learning Models: Estimation and Evaluation
O Boursalie, R Samavi, TE Doyle, DA Koff
IEEE Transactions on Radiation and Plasma Medical Sciences 5 (2), 245-252, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Decoder Transformer for Temporally-Embedded Health Outcome Predictions
O Boursalie, R Samavi, TE Doyle
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
Trust Quantification for Autonomous Medical Advisory Systems
M Thomas, R Samavi, TE Doyle
2021 18th International Conference on Privacy, Security and Trust (PST), 1-7, 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
Ultrasound Operator Variance Classification for Agency in Artificial Intelligence Support of Cyber-Physical Systems
C Zhu, TE Doyle, M Noseworthy
2022 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 2022
Mandates: Natural Sciences and Engineering Research Council of Canada
Bayesian-based parameter estimation to quantify trust in medical devices
M Thomas, O Boursalie, R Samavi, TE Doyle
International Workshop on Health Intelligence, 95-108, 2023
Mandates: Natural Sciences and Engineering Research Council of Canada
A Priori Quantification of Transfer Learning Performance on Time Series Classification for Cyber-Physical Health Systems
R Clark, TE Doyle
2022 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 2022
Mandates: Canadian Institutes of Health Research, Natural Sciences and Engineering …
Evaluation of Sequential and Temporally Embedded Deep Learning Models for Health Outcome Prediction
O Boursalie, R Samavi, TE Doyle
Experimental Biology and Medicine (EBM), Special issue on Applied Artificial …, 2022
Mandates: Natural Sciences and Engineering Research Council of Canada
Available somewhere: 7
Medical event management for future deep space exploration missions to Mars
JM Robertson, RD Dias, A Gupta, T Marshburn, SR Lipsitz, CN Pozner, ...
Journal of Surgical Research 246, 305-314, 2020
Mandates: US National Aeronautics and Space Administration
From group-level statistics to single-subject prediction: machine learning detection of concussion in retired athletes
R Boshra, K Dhindsa, O Boursalie, KI Ruiter, R Sonnadara, R Samavi, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (7 …, 2019
Mandates: Natural Sciences and Engineering Research Council of Canada
Machine learning and mobile health monitoring platforms: a case study on research and implementation challenges
O Boursalie, R Samavi, TE Doyle
Journal of Healthcare Informatics Research 2, 179-203, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Using extended reality (XR) for medical training and real-time clinical support during deep space missions
BK Burian, M Ebnali, JM Robertson, D Musson, CN Pozner, T Doyle, ...
Applied Ergonomics 106, 103902, 2023
Mandates: US National Aeronautics and Space Administration
Crew Autonomy During Simulated Medical Event Management on Long Duration Space Exploration Missions
S Yule, JM Robertson, B Mormann, DS Smink, S Lipsitz, E Abahuje, ...
Human Factors, 00187208211067575, 2022
Mandates: US National Aeronautics and Space Administration
Digitized trust in human-in-the-loop health research
A Sutton, R Samavi, TE Doyle, D Koff
2018 16th Annual Conference on Privacy, Security and Trust (PST), 1-10, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Evaluation methodology for deep learning imputation models
O Boursalie, R Samavi, TE Doyle
Experimental Biology and Medicine 247 (22), 1972-1987, 2022
Mandates: Natural Sciences and Engineering Research Council of Canada
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