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John Michael Templeton
John Michael Templeton
Dirección de correo verificada de usf.edu
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Año
Speech Emotion Recognition using Machine Learning—A Systematic Review
S Madanian, T Chen, O Adeleye, JM Templeton, C Poellabauer, D Parry, ...
Intelligent Systems with Applications, 200266, 2023
572023
Classification of Parkinson’s disease and its stages using machine learning
JM Templeton, C Poellabauer, S Schneider
Scientific Reports 12 (1), 14036, 2022
442022
Enhancement of neurocognitive assessments using smartphone capabilities: Systematic review
JM Templeton, C Poellabauer, S Schneider
JMIR mHealth and uHealth 8 (6), e15517, 2020
222020
Negative effects of COVID-19 stay-at-home mandates on physical intervention outcomes: a preliminary study
JM Templeton, C Poellabauer, S Schneider
Journal of Parkinson's Disease 11 (3), 1067-1077, 2021
132021
Design of a mobile-based neurological assessment tool for aging populations
JM Templeton, C Poellabauer, S Schneider
International Conference on Wireless Mobile Communication and Healthcare …, 2020
122020
A Study on Mobile Crowd Sensing Systems for Healthcare Scenarios
E Zhang, R Trujillo, JM Templeton, C Poellabauer
IEEE Access, 2023
82023
Design of a neurocognitive digital health system (NDHS) for neurodegenerative diseases
JM Templeton, C Poellabauer, S Schneider
Proceedings of the 2021 Workshop on Future of Digital Biomarkers, 26-33, 2021
62021
The Case for Symptom-Specific Neurological Digital Biomarkers
JM Templeton, C Poellabauer, S Schneider
International Conference on Wireless Mobile Communication and Healthcare …, 2021
42021
Towards symptom-specific intervention recommendation systems
JM Templeton, C Poellabauer, S Schneider
Journal of Parkinson's Disease 12 (5), 1621-1631, 2022
32022
Using wearable devices to mitigate bias in patient reported outcomes for aging populations
JM Templeton, C Poellabauer, S Schneider
International Conference on Wireless Mobile Communication and Healthcare …, 2022
22022
A Comprehensive Multifunctional Approach for Measuring Parkinson's Disease Severity
M Rahimi, Z Al Masry, JM Templeton, S Schneider, C Poellabauer
Applied Clinical Informatics 16 (01), 011-023, 2025
12025
Mental Health Monitoring: Design Concept of a Smartphone Application
U De Silva, S Madanian, JM Templeton, C Poellabauer, SL Schneider, ...
MEDINFO 2023—The Future Is Accessible, 1544-1545, 2024
12024
Beyond Motor Symptoms: Toward a Comprehensive Grading of Parkinson's Disease Severity
M Rahimi, Z Al Masry, JM Templeton, S Schneider, C Poellabauer
Proceedings of the 14th ACM International Conference on Bioinformatics …, 2023
12023
Clinical Decision Support Using Speech Signal Analysis: Systematic Scoping Review of Neurological Disorders
U De Silva, S Madanian, S Olsen, JM Templeton, C Poellabauer, ...
Journal of Medical Internet Research 27, e63004, 2025
2025
Exploring Deep Learning and Grad-CAM for Speech-Based Detection of Mild Traumatic Brain Injury
F Rojas, S Madanian, JM Templeton, C Poellabauer, SL Schneider
2024 IEEE International Conference on Big Data (BigData), 6108-6116, 2024
2024
REDONE-PD: Reflections of Dopamine-Related Gene Mutations on Neurocognitive Functions in Healthy Controls and Parkinson’s Disease
MM Islam, JM Templeton, C Poellabauer, AM Mondal
2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2024
2024
A Multi-Dilated Convolution Network for Speech Emotion Recognition
S Madanian, O Adeleye, JM Templeton, T Chen, C Poellabauer, E Zhang, ...
2024
Predicting long-term sleep deprivation using wearable sensors and health surveys
R Trujillo, E Zhang, JM Templeton, C Poellabauer
Computers in Biology and Medicine 179, 108749, 2024
2024
Design Concept of a Mental Health Monitoring Application with Explainable Assessments
U De Silva, S Madanian, J Templeton, C Poellabauer, S Schneider, ...
Association for Information Systems (AIS), 2023
2023
Improving Computational Efficiency of Voice Anti-Spoofing Models
J Yang, BN Xia, J Bailey, Y Gong, JM Templeton, C Poellabauer
2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems …, 2023
2023
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