CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis

J Chen, C Gui, A Gao, K Ji, X Wang, X Wan… - arxiv preprint arxiv …, 2024 - arxiv.org
The field of medical diagnosis has undergone a significant transformation with the advent of
large language models (LLMs), yet the challenges of interpretability within these models …

[HTML][HTML] Evaluating Diagnostic Accuracy and Treatment Efficacy in Mental Health: A Comparative Analysis of Large Language Model Tools and Mental Health …

I Levkovich - European Journal of Investigation in Health …, 2025 - mdpi.com
Large language models (LLMs) offer promising possibilities in mental health, yet their ability
to assess disorders and recommend treatments remains underexplored. This quantitative …

Exploring Finetuned Audio-LLM on Heart Murmur Features

A Florea, X Jiang, N Mesgarani, X Jiang - arxiv preprint arxiv:2501.13884, 2025 - arxiv.org
Large language models (LLMs) for audio have excelled in recognizing and analyzing
human speech, music, and environmental sounds. However, their potential for …

Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach

N Bouayad-Agha, I Gomez-Sebastia… - Proceedings of the …, 2024 - aclanthology.org
Breastfeeding and Maternity experts are a scarce resource and engaging in a conversation
with mothers on such a sensitive topic is a time-consuming effort. We present our journey …