Thomas E. Doyle

35 papers B 1C 3Journal 12Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Chronic Pain as a Continuum: Unsupervised Learning for Identification and Quantification of Coexisting Chronic Pain Mechanisms. IEEE Access Md. Asif Khan, Ryan G. L. Koh, Dinesh Kumbhare, Thomas E. Doyle
2024	J	`jnl`	Cracking the Chronic Pain code: A scoping review of Artificial Intelligence in Chronic Pain research. Artif. Intell. Medicine Md. Asif Khan, Ryan G. L. Koh, Sajjad Rashidiani, Theodore Liu, Victoria Tucci, Dinesh Kumbhare, Thomas E. Doyle
2024	J	`jnl`	Prediction of emergency department revisits among child and youth mental health outpatients using deep learning techniques. BMC Medical Informatics Decis. Mak. Simran Saggu, Hirad Daneshvar, Reza Samavi, Paulo Pires, Roberto B. Sassi, Thomas E. Doyle, Judy Zhao, Ahmad Mauluddin, Laura Duncan
2023	J	`jnl`	Addressing Dataset Shift for Trustworthy Deep Learning Diagnostic Ultrasound Decision Support. Trans. Comput. Sci. Calvin Zhu, Michael D. Noseworthy, Thomas E. Doyle
2023	J	`jnl`	Check It Before You Wreck It: A Guide to STAR-ML for Screening Machine Learning Reporting in Research. IEEE Access Ryan G. L. Koh, Md. Asif Khan, Sajjad Rashidiani, Samah Hassan, Victoria Tucci, Theodore Liu, Karlo Nesovic, Dinesh Kumbhare, Thomas E. Doyle
2023	J	`jnl`	Crew Autonomy During Simulated Medical Event Management on Long Duration Space Exploration Missions. Hum. Factors 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
2023	J	`jnl`	Integrating intention-based systems in human-robot interaction: a scoping review of sensors, algorithms, and trust. Frontiers Robotics AI Yifei Zhang, Thomas E. Doyle
2023	J	`jnl`	rWISDM: Repaired WISDM, a Public Dataset for Human Activity Recognition. CoRR Mohammadreza Heydarian, Thomas E. Doyle
2022	—	`conf`	A Priori Quantification of Transfer Learning Performance on Time Series Classification for Cyber-Physical Health Systems. CCECE Ryan Clark, Thomas E. Doyle
2022	J	`jnl`	Artificial Intelligence Nomenclature Identified From Delphi Study on Key Issues Related to Trust and Barriers to Adoption for Autonomous Systems. CoRR Thomas E. Doyle, Victoria Tucci, Calvin Zhu, Yifei Zhang, Basem Yassa, Sajjad Rashidiani, Md. Asif Khan, Reza Samavi, Michael D. Noseworthy, Steven J. Yule
2022	J	`jnl`	MLCM: Multi-Label Confusion Matrix. IEEE Access Mohammadreza Heydarian, Thomas E. Doyle, Reza Samavi
2022	—	`ed.`	Proceedings of the AAAI 2021 Fall Symposium on Human Partnership with Medical AI: Design, Operationalization, and Ethics (AAAI-HUMAN 2021), Virtual Event, November 4-6, 2021. HUMAN@AAAI Fall Symposium Thomas E. Doyle, Aisling Kelliher, Reza Samavi, Barbara Barry, Steven J. Yule, Sarah Parker, Michael D. Noseworthy, Qian Yang
2022	—	`conf`	STAR-ML: A Rapid Screening Tool for Assessing Reporting of Machine Learning in Research. CCECE Md. Asif Khan, Ryan G. L. Koh, Samah Hassan, Theodore Liu, Victoria Tucci, Dinesh Kumbhare, Thomas E. Doyle
2022	—	`conf`	Textionnaire: An NLP-Based Questionnaire Analysis Method for Complex and Ambiguous Task Decision Support. ICCI*CC Sajjad Rashidiani, Thomas E. Doyle, Reza Samavi, Laura Duncan, Paulo Pires, Roberto B. Sassi
2022	—	`conf`	Trust Metrics for Medical Deep Learning Using Explainable-AI Ensemble for Time Series Classification. CCECE Kashif Siddiqui, Thomas E. Doyle
2022	—	`conf`	Ultrasound Operator Variance Classification for Agency in Artificial Intelligence Support of Cyber-Physical Systems. CCECE Calvin Zhu, Thomas E. Doyle, Michael D. Noseworthy
2021	C	`conf`	Decoder Transformer for Temporally-Embedded Health Outcome Predictions. ICMLA Omar Boursalie, Reza Samavi, Thomas E. Doyle
2021	—	`conf`	Detecting Cardiac Abnormalities with Multi-Lead ECG Signals: A Modular Network Approach. CinC Ryan Clark, Mohammadreza Heydarian, Kashif Siddiqui, Sajjad Rashidiani, Md. Asif Khan, Thomas E. Doyle
2021	C	`conf`	Trust Quantification for Autonomous Medical Advisory Systems. PST Mini Thomas, Reza Samavi, Thomas E. Doyle
2020	B	`conf`	Impact of Physiological Sensor Variance on Machine Learning Algorithms. SMC Ama Simons, Thomas E. Doyle, David M. Musson, James P. Reilly
2018	C	`conf`	Digitized Trust in Human-in-the-Loop Health Research. PST Andrew Sutton, Reza Samavi, Thomas E. Doyle, David Koff
2018	J	`jnl`	Machine Learning and Mobile Health Monitoring Platforms: A Case Study on Research and Implementation Challenges. J. Heal. Informatics Res. Omar Boursalie, Reza Samavi, Thomas E. Doyle
2017	—	`conf`	A performance predictive model for emergency medicine residents. CASCON Ali Ariaeinejad, Reza Samavi, Teresa M. Chan, Thomas E. Doyle
2017	—	`conf`	Augmented Reality Based Brain Tumor 3D Visualization. EUSPN/ICTH Qian Shan, Thomas E. Doyle, Reza Samavi, Mona Al-Rei
2017	—	`conf`	Cognitive priority model for advanced telemedical support in Limited Bandwidth Applications. CCECE Thomas E. Doyle, David M. Musson, Taralyn Schwering
2017	—	`conf`	IoT for remote wireless electrophysiological monitoring: proof of concept. CASCON Laura Pravato, Thomas E. Doyle
2017	—	`conf`	The first workshop on blockchain & eHealth: towards provable privacy & security in data intensive health research. CASCON Reza Samavi, Thomas E. Doyle, Thodoros Topaloglou
2015	—	`conf`	M4CVD: Mobile Machine Learning Model for Monitoring Cardiovascular Disease. EUSPN/ICTH Omar Boursalie, Reza Samavi, Thomas E. Doyle
2012	—	`conf`	A social cybernetic analysis of simulation-based, remotely delivered medical skills training in an austere environment: Developing a test bed for spaceflight medicine. EMBC David M. Musson, Thomas E. Doyle
2012	—	`conf`	Adaptive affective response identification for hearing threshold detection. EMBC Thomas E. Doyle, David M. Musson
2012	J	`jnl`	Low temperature nanointegration for emerging biomedical applications. Microelectron. Reliab. Matiar M. R. Howlader, Thomas E. Doyle
2012	—	`conf`	Systems modeling of space medical support architecture: Topological mapping of high level characteristics and constraints. EMBC David M. Musson, Thomas E. Doyle, Joan Saary
2006	—	`conf`	Affective State Control for Neuroprostheses. EMBC Thomas E. Doyle, Zdenek Kucerovsky, Adrian Ieta
2006	—	`conf`	Design of an Electroocular Computing Interface. CCECE Thomas E. Doyle, Zdenek Kucerovsky, William D. Greason
2002	—	`conf`	Distributed Electric Field Approximation. HPCS Damian Trybus, Zdenek Kucerovsky, A. Ieta, Thomas E. Doyle