[HTML][HTML] Advancing Mental Health Care: Intelligent Assessments and Automated Generation of Personalized Advice via MINI and RoBERTa

Y Wu, H Xie, L Gu, R Chen, S Chen, F Wang, Y Liu… - Applied Sciences, 2024 - mdpi.com
As mental health issues become increasingly prominent, we are now facing challenges such
as the severe unequal distribution of medical resources and low diagnostic efficiency. This …

Dialogue is Better Than Monologue: Instructing Medical LLMs via Strategical Conversations

Z Liu, X Zhao, J Peng, Z Zhu, Q Chen, X Hu… - arXiv preprint arXiv …, 2025 - arxiv.org
Current medical AI systems often fail to replicate real-world clinical reasoning, as they are
predominantly trained and evaluated on static text and question-answer tasks. These tuning …

Enhancing Chinese Medical Diagnostic Chatbot through Supervised Fine-Tuning of Large Language Models

B Ihnaini, Y Huang, L Li, J Wei… - 2024 6th International …, 2024 - ieeexplore.ieee.org
This paper aims to fine-tune and evaluate the large language model on the Chinese medical
dialogue datasets, establish a highly accurate Chinese diagnosis model, solve the problems …