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Amir M. Rahmani

Department of Computer Science, University of California, Irvine, School of Nursing, University of California, Irvine

An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation

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Feb 18, 2025
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Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach

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Feb 18, 2025
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Skewed Memorization in Large Language Models: Quantification and Decomposition

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Feb 03, 2025
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HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations

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Sep 28, 2024
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Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The Impact of Prompt Engineering and Knowledge Retrieval

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Aug 06, 2024
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ECG Unveiled: Analysis of Client Re-identification Risks in Real-World ECG Datasets

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Aug 02, 2024
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Enhancing Performance and User Engagement in Everyday Stress Monitoring: A Context-Aware Active Reinforcement Learning Approach

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Jul 11, 2024
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Graph-Augmented LLMs for Personalized Health Insights: A Case Study in Sleep Analysis

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Jun 25, 2024
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Empathy Through Multimodality in Conversational Interfaces

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May 08, 2024
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ALCM: Autonomous LLM-Augmented Causal Discovery Framework

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May 02, 2024
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