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Author

Tongze Zhang

Observed name: Zhang, Tongze
Observed institution: Stevens Institute of Technology
ORCID: 0000-0002-3375-7136
Observed ORCID: 0000-0002-3375-7136
OpenAlex ID: A5057208002
Leveraging Mobile Phone Sensors, Machine Learning, and Explainable Artificial Intelligence to Predict Imminent Same-Day Binge-drinking Events to Support Just-in-time Adaptive Interventions: Algorithm Development and Validation Study
2023 · Sang Won Bae, Brian Suffoletto, et al. · JMIR Formative Research · 23
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Exploring Algorithmic Explainability: Generating Explainable AI Insights for Personalized Clinical Decision Support Focused on Cannabis Intoxication in Young Adults
2024 · Tongze Zhang, Tammy Chung, et al. · International Conference on Activity and Behavior Computing (ABC) · 9
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MoodCam: Mood Prediction Through Smartphone-Based Facial Affect Analysis in Real-World Settings
2024 · Rahul Islam, Tongze Zhang, et al. · IEEE Smart World Congress (SWC) · 7
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AXAI-CDSS: An Affective Explainable AI-Driven Clinical Decision Support System for Cannabis Use
2025 · Tongze Zhang, Tammy Chung, et al. · International Conference on Activity and Behavior Computing (ABC) · 6
Enhancing Interpretable, Transparent, and Unobtrusive Detection of Acute Marijuana Intoxication in Natural Environments: Harnessing Smart Devices and Explainable AI to Empower Just-In-Time Adaptive Interventions: Longitudinal Observational Study
2024 · Sang Won Bae, Tammy Chung, et al. · JMIR AI · 6
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Emotion-Adaptive Large Language Model–Driven Clinical Decision Support: User Evaluation of the Empathic Clinical Decision Support System Framework for Trust and Explainability
2026 · Tongze Zhang, Sang Won Bae, et al. · JMIR Human Factors · 4
PXAI-Coach: Designing and Evaluating a Person-Centric Explainable AI Dashboard for Athlete Health Monitoring and Coaching
2025 · Sang Won Bae, AnaMaria Laccetti, et al. · International Conference on Activity and Behavior Computing (ABC) · 4
MoodPupilar: Predicting Mood Through Smartphone Detected Pupillary Responses in Naturalistic Settings
2024 · Rahul Islam, Tongze Zhang, et al. · IEEE International Conference on Body Sensor Networks (BSN) · 1
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Authors’ Reply: Empathy Cuts Both Ways in Clinical AI
2026 · Sang Won Bae, Tongze Zhang, et al. · JMIR Human Factors
Multi-Perspective Chain-of-Thought Reasoning for AI-Assisted Shared Decision Support in Cannabis-Related Care: A Simulation-Based Expert Evaluation (Preprint)
2026 · Tongze Zhang, Sang Won Bae, et al.
Authors' Reply: Empathy Cuts Both Ways in Clinical AI (Preprint)
2026 · Sang Won Bae, Tongze Zhang, et al.
Chain-of-Thought Reasoning with Large Language Models for Clinical Alzheimer's Disease Assessment and Diagnosis
2026 · Tongze Zhang, Jun-En Ding, et al. · International Conference on Activity and Behavior Computing (ABC)
Chain-of-Thought Reasoning with Large Language Models for Clinical Alzheimer's Disease Assessment and Diagnosis
2026 · Zhang, Tongze, Ding, Jun-En, et al. · arXiv (Cornell University)
Chain-of-Thought Reasoning with Large Language Models for Clinical Alzheimer's Disease Assessment and Diagnosis
2026 · Zhang, Tongze, Ding, Jun-En, et al. · arXiv (Cornell University)
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Summary of the BeyondSmile Challenge on Detecting Depression Through Facial Behavior and Head Gestures
2025 · Rahul Islam,, Zhang, Tongze, et al. · Institutional Repositories DataBase (IRDB)
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Unraveling the Sandman’s Mystery: Predicting and Explaining Sleep Quality Over Eight Years
2025 · Anthony Ford, Tongze Zhang, et al. · International Conference on Activity and Behavior Computing (ABC)
The Energy View of Adversarial Robustness: From Theory to Lightweight Self-Correction
2025 · Rui Zhang, Mingsong Jiang, et al. · SSRN Electronic Journal
Works count: 19
Citation count: 60
H-index: 5
I10-index: 1
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