2 papers
cs.CL2026
Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes
Yang Zhou, Zhenting Sheng, Mingrui Tan +6
Effective clinical history taking is a foundational yet underexplored component of clinical reasoning. While large language models (LLMs) have shown promise on static benchmarks, t…
cs.LG2024
Confidence-Based Task Prediction in Continual Disease Classification Using Probability Distribution
Tanvi Verma, Lukas Schwemer, Mingrui Tan +3
Deep learning models are widely recognized for their effectiveness in identifying medical image findings in disease classification. However, their limitations become apparent in th…