Thomas E. Doyle

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 25

Top Topics

Confusion Matrix

Predictive Model

Top Venues

Publications

Simran Saggu, Hirad Daneshvar, Reza Samavi, Paulo Pires, Roberto B. Sassi, Thomas E. Doyle, Judy Zhao, Ahmad Mauluddin, Laura Duncan
Prediction of emergency department revisits among child and youth mental health outpatients using deep learning techniques. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Md. Asif Khan, Ryan G. L. Koh, Sajjad Rashidiani, Theodore Liu, Victoria Tucci, Dinesh Kumbhare, Thomas E. Doyle
Cracking the Chronic Pain code: A scoping review of Artificial Intelligence in Chronic Pain research. Artif. Intell. Medicine 151 (2024)
Calvin Zhu, Michael D. Noseworthy, Thomas E. Doyle
Addressing Dataset Shift for Trustworthy Deep Learning Diagnostic Ultrasound Decision Support. Trans. Comput. Sci. 40 (2023)
Yifei Zhang, Thomas E. Doyle
Integrating intention-based systems in human-robot interaction: a scoping review of sensors, algorithms, and trust. Frontiers Robotics AI 10 (2023)
Ryan G. L. Koh, Md. Asif Khan, Sajjad Rashidiani, Samah Hassan, Victoria Tucci, Theodore Liu, Karlo Nesovic, Dinesh Kumbhare, Thomas E. Doyle
Check It Before You Wreck It: A Guide to STAR-ML for Screening Machine Learning Reporting in Research. IEEE Access 11 (2023)
Mohammadreza Heydarian, Thomas E. Doyle
rWISDM: Repaired WISDM, a Public Dataset for Human Activity Recognition. CoRR (2023)
Steven J. Yule, Jamie M. Robertson, Benjamin Mormann, Douglas S. Smink, Stuart R. Lipsitz, Egide Abahuje, Lauren R. Kennedy-Metz, Sandra Park, Christian Miccile, Charles N. Pozner, Thomas E. Doyle, David M. Musson, Roger D. Dias
Crew Autonomy During Simulated Medical Event Management on Long Duration Space Exploration Missions. Hum. Factors 65 (6) (2023)
Ryan Clark, Thomas E. Doyle
A Priori Quantification of Transfer Learning Performance on Time Series Classification for Cyber-Physical Health Systems. CCECE (2022)
Sajjad Rashidiani, Thomas E. Doyle, Reza Samavi, Laura Duncan, Paulo Pires, Roberto Sassi
Textionnaire: An NLP-Based Questionnaire Analysis Method for Complex and Ambiguous Task Decision Support. ICCI*CC (2022)
Mohammadreza Heydarian, Thomas E. Doyle, Reza Samavi
MLCM: Multi-Label Confusion Matrix. IEEE Access 10 (2022)
Md. Asif Khan, Ryan G. L. Koh, Samah Hassan, Theodore Liu, Victoria Tucci, Dinesh Kumbhare, Thomas E. Doyle
STAR-ML: A Rapid Screening Tool for Assessing Reporting of Machine Learning in Research. CCECE (2022)
Calvin Zhu, Thomas E. Doyle, Michael D. Noseworthy
Ultrasound Operator Variance Classification for Agency in Artificial Intelligence Support of Cyber-Physical Systems. CCECE (2022)
Thomas E. Doyle, Victoria Tucci, Calvin Zhu, Yifei Zhang, Basem Yassa, Sajjad Rashidiani, Md. Asif Khan, Reza Samavi, Michael D. Noseworthy, Steven J. Yule
Artificial Intelligence Nomenclature Identified From Delphi Study on Key Issues Related to Trust and Barriers to Adoption for Autonomous Systems. CoRR (2022)
Kashif Siddiqui, Thomas E. Doyle
Trust Metrics for Medical Deep Learning Using Explainable-AI Ensemble for Time Series Classification. CCECE (2022)
Omar Boursalie, Reza Samavi, Thomas E. Doyle
Decoder Transformer for Temporally-Embedded Health Outcome Predictions. ICMLA (2021)
Mini Thomas, Reza Samavi, Thomas E. Doyle
Trust Quantification for Autonomous Medical Advisory Systems. PST (2021)
Ryan Clark, Mohammadreza Heydarian, Kashif Siddiqui, Sajjad Rashidiani, Md Asif Khan, Thomas E. Doyle
Detecting Cardiac Abnormalities with Multi-Lead ECG Signals: A Modular Network Approach. CinC (2021)
Ama Simons, Thomas E. Doyle, David M. Musson, James P. Reilly
Impact of Physiological Sensor Variance on Machine Learning Algorithms. SMC (2020)
Omar Boursalie, Reza Samavi, Thomas E. Doyle
Machine Learning and Mobile Health Monitoring Platforms: A Case Study on Research and Implementation Challenges. J. Heal. Informatics Res. 2 (1-2) (2018)
Andrew Sutton, Reza Samavi, Thomas E. Doyle, David Koff
Digitized Trust in Human-in-the-Loop Health Research. PST (2018)
Qian Shan, Thomas E. Doyle, Reza Samavi, Mona Al-Rei
Augmented Reality Based Brain Tumor 3D Visualization. EUSPN/ICTH (2017)
Reza Samavi, Thomas E. Doyle, Thodoros Topaloglou
The first workshop on blockchain & eHealth: towards provable privacy & security in data intensive health research. CASCON (2017)
Laura Pravato, Thomas E. Doyle
IoT for remote wireless electrophysiological monitoring: proof of concept. CASCON (2017)
Thomas E. Doyle, David M. Musson, Taralyn Schwering
Cognitive priority model for advanced telemedical support in Limited Bandwidth Applications. CCECE (2017)
Ali Ariaeinejad, Reza Samavi, Teresa M. Chan, Thomas E. Doyle
A performance predictive model for emergency medicine residents. CASCON (2017)
Omar Boursalie, Reza Samavi, Thomas E. Doyle
M4CVD: Mobile Machine Learning Model for Monitoring Cardiovascular Disease. EUSPN/ICTH (2015)
David M. Musson, Thomas E. Doyle
A social cybernetic analysis of simulation-based, remotely delivered medical skills training in an austere environment: Developing a test bed for spaceflight medicine. EMBC (2012)
Thomas E. Doyle, David M. Musson
Adaptive affective response identification for hearing threshold detection. EMBC (2012)
Matiar M. R. Howlader, Thomas E. Doyle
Low temperature nanointegration for emerging biomedical applications. Microelectron. Reliab. 52 (2) (2012)
David M. Musson, Thomas E. Doyle, Joan Saary
Systems modeling of space medical support architecture: Topological mapping of high level characteristics and constraints. EMBC (2012)
Thomas E. Doyle, Zdenek Kucerovsky, Adrian Ieta
Affective State Control for Neuroprostheses. EMBC (2006)
Thomas E. Doyle, Zdenek Kucerovsky, William D. Greason
Design of an Electroocular Computing Interface. CCECE (2006)
D. Trybus, Zdenek Kucerovsky, A. Ieta, Thomas E. Doyle
Distributed Electric Field Approximation. HPCS (2002)