Thomas E. Doyle

Orcid: 0000-0003-1059-110X

According to our database1, Thomas E. Doyle authored at least 32 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Prediction of emergency department revisits among child and youth mental health outpatients using deep learning techniques.
BMC Medical Informatics Decis. Mak., December, 2024

2023
Crew Autonomy During Simulated Medical Event Management on Long Duration Space Exploration Missions.
Hum. Factors, September, 2023

Integrating intention-based systems in human-robot interaction: a scoping review of sensors, algorithms, and trust.
Frontiers Robotics AI, February, 2023

Addressing Dataset Shift for Trustworthy Deep Learning Diagnostic Ultrasound Decision Support.
Trans. Comput. Sci., 2023

rWISDM: Repaired WISDM, a Public Dataset for Human Activity Recognition.
CoRR, 2023

Check It Before You Wreck It: A Guide to STAR-ML for Screening Machine Learning Reporting in Research.
IEEE Access, 2023

2022
Artificial Intelligence Nomenclature Identified From Delphi Study on Key Issues Related to Trust and Barriers to Adoption for Autonomous Systems.
CoRR, 2022

MLCM: Multi-Label Confusion Matrix.
IEEE Access, 2022

Ultrasound Operator Variance Classification for Agency in Artificial Intelligence Support of Cyber-Physical Systems.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022

Trust Metrics for Medical Deep Learning Using Explainable-AI Ensemble for Time Series Classification.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022

STAR-ML: A Rapid Screening Tool for Assessing Reporting of Machine Learning in Research.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022

A Priori Quantification of Transfer Learning Performance on Time Series Classification for Cyber-Physical Health Systems.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022

Textionnaire: An NLP-Based Questionnaire Analysis Method for Complex and Ambiguous Task Decision Support.
Proceedings of the 21st 2022 International Conference on Cognitive Informatics & Cognitive Computing, 2022

2021
Trust Quantification for Autonomous Medical Advisory Systems.
Proceedings of the 18th International Conference on Privacy, Security and Trust, 2021

Decoder Transformer for Temporally-Embedded Health Outcome Predictions.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Detecting Cardiac Abnormalities with Multi-Lead ECG Signals: A Modular Network Approach.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
Impact of Physiological Sensor Variance on Machine Learning Algorithms.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2018
Machine Learning and Mobile Health Monitoring Platforms: A Case Study on Research and Implementation Challenges.
J. Heal. Informatics Res., 2018

Digitized Trust in Human-in-the-Loop Health Research.
Proceedings of the 16th Annual Conference on Privacy, Security and Trust, 2018

2017
Augmented Reality Based Brain Tumor 3D Visualization.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

Cognitive priority model for advanced telemedical support in Limited Bandwidth Applications.
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017

The first workshop on blockchain & eHealth: towards provable privacy & security in data intensive health research.
Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering, 2017

IoT for remote wireless electrophysiological monitoring: proof of concept.
Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering, 2017

A performance predictive model for emergency medicine residents.
Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering, 2017

2015
M4CVD: Mobile Machine Learning Model for Monitoring Cardiovascular Disease.
Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015

2012
Low temperature nanointegration for emerging biomedical applications.
Microelectron. Reliab., 2012

Systems modeling of space medical support architecture: Topological mapping of high level characteristics and constraints.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A social cybernetic analysis of simulation-based, remotely delivered medical skills training in an austere environment: Developing a test bed for spaceflight medicine.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Adaptive affective response identification for hearing threshold detection.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2006
Affective State Control for Neuroprostheses.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Design of an Electroocular Computing Interface.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2002
Distributed Electric Field Approximation.
Proceedings of the 16th Annual International Symposium on High Performance Computing Systems and Applications, 2002


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