3 papers
physics.med-ph2026
Evaluating a Large Language Model for Radiotherapy Patient Scheduling under Realistic Clinical and Operational Constraints: a Feasibility Study
Eric Zhang, Wen Li, Youfang Lai +4
Radiotherapy scheduling must balance clinical constraints and operational objectives. We evaluated the feasibility of using a large language model (LLM) to generate treatment sched…
cs.CL2025
Building a Silver-Standard Dataset from NICE Guidelines for Clinical LLMs
Qing Ding, Eric Hua Qing Zhang, Felix Jozsa +1
Large language models (LLMs) are increasingly used in healthcare, yet standardised benchmarks for evaluating guideline-based clinical reasoning are missing. This study introduces a…
cs.CL2025
Context-Emotion Aware Therapeutic Dialogue Generation: A Multi-component Reinforcement Learning Approach to Language Models for Mental Health Support
Eric Hua Qing Zhang, Julia Ive
Mental health disorders impose a substantial global socioeconomic burden. While large language models (LLMs) offer 24/7, non-judgmental interactions to address this gap, pretrained…