4 papers
Chain-of-Thought Reasoning with Large Language Models for Clinical Alzheimer's Disease Assessment and Diagnosis
Tongze Zhang, Jun-En Ding, Melik Ozolcer +5
Alzheimer's disease (AD) has become a prevalent neurodegenerative disease worldwide. Traditional diagnosis still relies heavily on medical imaging and clinical assessment by physic…
Offline Policy Evaluation of Multi-Turn LLM Health Coaching with Real Users
Melik Ozolcer, Sang Won Bae
We study a web-deployed, tool-augmented LLM health coach with real users. In a pilot with seven users (280 rated turns), offline policy evaluation (OPE) over factorized decision he…
SePA: A Search-enhanced Predictive Agent for Personalized Health Coaching
Melik Ozolcer, Sang Won Bae
This paper introduces SePA (Search-enhanced Predictive AI Agent), a novel LLM health coaching system that integrates personalized machine learning and retrieval-augmented generatio…
Predicting Volleyball Season Performance Using Pre-Season Wearable Data and Machine Learning
Melik Ozolcer, Tongze Zhang, Sang Won Bae
Predicting performance outcomes has the potential to transform training approaches, inform coaching strategies, and deepen our understanding of the factors that contribute to athle…