Healthcare

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Benchmark for medical hallucination by LLMs.

GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing

We develop a chatbot for reminiscence therapy

A-CONECT: Designing AI-based Conversational Chatbot for Early Dementia Intervention

We develop a chatbot for early dementia prevention and leverage LLMs to build digital twins to evaluate chatbots.

Federated Adversarial Debiasing for Fair and Transferable Representations

A distributed domain/group debiasing framework for unsupervised domain adaptation or fairness enhancement.

Detecting MCI using real-time, ecologically valid data capture methodology: How to improve scientific rigor in digital biomarker analyses

Early identification and accurate assessment of Mild Cognitive Impairment (MCI) is critical for clinical-trial enrichment as well as the early intervention of the neurodegenerative disease. Continuous home-based measurements of functions using simple …