John Michael Templeton

According to our database, John Michael Templeton authored at least 20 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

STEP-PD: Stage-Aware and Explainable Parkinson's Disease Severity Classification Using Multimodal Clinical Assessments.

Md Mezbahul Islam, John Michael Templeton, Christian Poellabauer, Ananda Mohan Mondal

CoRR, April, 2026

SCOPE-PD: Explainable AI on Subjective and Clinical Objective Measurements of Parkinson's Disease for Precision Decision-Making.

Md Mezbahul Islam, John Michael Templeton, Masrur Sobhan, Christian Poellabauer, Ananda Mohan Mondal

CoRR, January, 2026

2025

Chain-of-Thought for Cancer Pathology Interpretation and Summarization.

Ankur Mali, Adrian Kohut, John Michael Templeton

Proceedings of the IEEE International Conference on Smart Computing, 2025

MyFoodRx: Design of a Personalized Food-as-Medicine Application to Promote Food Security and Chronic Disease Management.

Jay Hiteshkumar Jariwala, Anika Anjum, Tanvik Reddy Kotha, Hannah M. Thomas, Jennifer Bleck, Rita DeBate, John Michael Templeton

Proceedings of the IEEE International Conference on Smart Computing, 2025

A Proof-of-Concept Development on Speech Analysis for Concussion Detection.

Upeka De Silva, Samaneh Madanian, Ajit Narayanan, John Michael Templeton, Christian Poellabauer, Sandra L. Schneider, Rahmina Rubaiat

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

Actor-Independent Emotion Recognition: A Transformer-Based Approach to Speech and Facial Feature Fusion.

Fredy Rojas, Samaneh Madanian, John Michael Templeton, Christian Poellabauer, Sandra L. Schneider, Alice Theadom

Proceedings of the IEEE International Conference on Digital Health, 2025

Galactic Glide: A Gamified Physical Therapy Rehabilitation System for Adolescent Populations.

Ashley Pham, Antonio Gonzalez, Gabriel Mozombite Gallegos, Julia Woodward, Nathan D. Schilaty, John Michael Templeton

Proceedings of the Engineering Interactive Computer Systems. EICS 2025 International Workshops, 2025

MADSurv: An Uncertainty-Aware Framework for Multimodal Cancer Survival Analysis.

Enshi Zhang, Varun Sai Raigir, Christian Poellabauer, Adrian Kohut, John Michael Templeton, Ananda Mondal, Lexi Weintraub

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

2024

Predicting long-term sleep deprivation using wearable sensors and health surveys.

Rafael Trujillo, Enshi Zhang, John Michael Templeton, Christian Poellabauer

Comput. Biol. Medicine, 2024

Exploring Deep Learning and Grad-CAM for Speech-Based Detection of Mild Traumatic Brain Injury.

Fredy Rojas, Samaneh Madanian, John Michael Templeton, Christian Poellabauer, Sandra L. Schneider

Proceedings of the IEEE International Conference on Big Data, 2024

REDONE-PD: Reflections of Dopamine-Related Gene Mutations on Neurocognitive Functions in Healthy Controls and Parkinson's Disease.

Md Mezbahul Islam, John Michael Templeton, Christian Poellabauer, Ananda Mohan Mondal

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Speech emotion recognition using machine learning - A systematic review.

Samaneh Madanian, Talen Chen, Olayinka Adeleye, John Michael Templeton, Christian Poellabauer, Dave Parry, Sandra L. Schneider

Intell. Syst. Appl., November, 2023

A Study on Mobile Crowd Sensing Systems for Healthcare Scenarios.

Enshi Zhang, Rafael Trujillo, John Michael Templeton, Christian Poellabauer

IEEE Access, 2023

Mental Health Monitoring: Design Concept of a Smartphone Application.

Upeka De Silva, Sam Madanian, John Michael Templeton, Christian Poellabauer, Sandra L. Schneider, Dave Parry

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Beyond Motor Symptoms: Toward a Comprehensive Grading of Parkinson's Disease Severity.

Morteza Rahimi, Zeina Al Masry, John Michael Templeton, Sandra L. Schneider, Christian Poellabauer

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

Design Concept of a Mental Health Monitoring Application with Explainable Assessments.

Upeka De Silva, Samaneh Madanian, John Michael Templeton, Christian Poellabauer, Sandy Schneider, Ajit Narayanan

Proceedings of the Australasian Conference on Information Systems, 2023

2022

Using Wearable Devices to Mitigate Bias in Patient Reported Outcomes for Aging Populations.

John Michael Templeton, Christian Poellabauer, Sandra L. Schneider

Proceedings of the Wireless Mobile Communication and Healthcare, 2022

2021

Design of a neurocognitive digital health system (NDHS) for neurodegenerative diseases.

John Michael Templeton, Christian Poellabauer, Sandra L. Schneider

Proceedings of the DigiBiom@MobiSys '21: Proceedings of the 2021 Workshop on Future of Digital Biomarkers, 2021

The Case for Symptom-Specific Neurological Digital Biomarkers.

John Michael Templeton, Christian Poellabauer, Sandra L. Schneider

Proceedings of the Wireless Mobile Communication and Healthcare, 2021

2020

Design of a Mobile-Based Neurological Assessment Tool for Aging Populations.

John Michael Templeton, Christian Poellabauer, Sandra L. Schneider

Proceedings of the Wireless Mobile Communication and Healthcare, 2020