Diagnostic Reasoning Prompts Reveal the Potential for Large Language
Model Interpretability in Medicine

Diagnostic Reasoning Prompts Reveal the Potential for Large Language Model Interpretability in Medicine

13 August 2023

Jonathan H. Chen

Papers citing "Diagnostic Reasoning Prompts Reveal the Potential for Large Language Model Interpretability in Medicine"

13 / 13 papers shown

Title
Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis Shuang Zhou Jiashuo Wang Zidu Xu Song Wang David Brauer ... Zaifu Zhan Yu Hou Mingquan Lin Genevieve B. Melton Rui Zhang 45 0 0 06 May 2025
Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry J. Kim Chaeeun Shim Sungjin Park Su Yeon Lee Gee Young Suh ... Yong Soo Kim Hee-Joon Bae Sung Yoon Lim Han-Gil Jeong Edward Choi LRM 34 0 0 05 May 2025
BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text Jiageng Wu Bowen Gu Ren Zhou Kevin Xie Doug Snyder ... S. Jonathan H. Chen Santiago Romero-Brufau K. J. Lin Jie Yang LM&MA ELM 92 0 0 28 Apr 2025
MedM-VL: What Makes a Good Medical LVLM? Yiming Shi Shaoshuai Yang Xun Zhu Haoyu Wang Miao Li Ji Wu VLM 40 1 0 06 Apr 2025
Towards Explainable Multimodal Depression Recognition for Clinical Interviews Wenjie Zheng Qiming Xie Zengzhi Wang Jianfei Yu Rui Xia 60 0 0 28 Jan 2025
Agent-Centric Projection of Prompting Techniques and Implications for Synthetic Training Data for Large Language Models Dhruv Dhamani Mary Lou Maher LLMAG 52 0 0 14 Jan 2025
Generalizable and Scalable Multistage Biomedical Concept Normalization Leveraging Large Language Models Nicholas J. Dobbins 27 2 0 24 May 2024
The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems: A Scoping Survey Dhruv Dhamani Mary Lou Maher 27 1 0 29 Dec 2023
Methods to Estimate Large Language Model Confidence Maia Kotelanski Robert Gallo Ashwin Nayak Thomas Savage LM&MA 24 6 0 28 Nov 2023
Prompt Engineering for Healthcare: Methodologies and Applications Jiaqi Wang Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang LM&MA 42 111 0 28 Apr 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 157 579 0 06 Apr 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,217 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022