Large Language Models in the Clinic: A Comprehensive Benchmark

1 code implementation • 25 Apr 2024 • Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xianfeng Tang, Chen Luo, Ming Zeng, Haoming Jiang, Yifan Gao, Priyanka Nigam, Sreyashi Nag, Bing Yin, Yining Hua, Xuan Zhou, Omid Rohanian, Anshul Thakur, Lei Clifton, David A. Clifton

The adoption of large language models (LLMs) to assist clinicians has attracted remarkable attention.

Decision Making Document Summarization +2

A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

1 code implementation • 9 Nov 2023 • Hongjian Zhou, Fenglin Liu, Boyang Gu, Xinyu Zou, Jinfa Huang, Jinge Wu, Yiru Li, Sam S. Chen, Peilin Zhou, Junling Liu, Yining Hua, Chengfeng Mao, Chenyu You, Xian Wu, Yefeng Zheng, Lei Clifton, Zheng Li, Jiebo Luo, David A. Clifton

Therefore, this review aims to provide a detailed overview of the development and deployment of LLMs in medicine, including the challenges and opportunities they face.

Reinforcement Learning Approach for Multi-Agent Flexible Scheduling Problems

no code implementations • 7 Oct 2022 • Hongjian Zhou, Boyang Gu, Chenghao Jin

Scheduling plays an important role in automated production.

Combinatorial Optimization Decision Making +8