Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble

Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble

29 May 2025

Michael Magnoli

Chaitanya Gharpure

Papers citing "Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble"

9 / 9 papers shown

Title
The Rise of Small Language Models in Healthcare: A Comprehensive Survey Muskan Garg Shaina Raza Shebuti Rayana Xingyi Liu Sunghwan Sohn LM&MA AILaw 136 1 0 23 Apr 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 428 5 0 10 Mar 2025
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications Fengqin Zhou 102 5 0 06 Mar 2025
I Know What I Don't Know: Improving Model Cascades Through Confidence Tuning Stephan Rabanser Nathalie Rauschmayr Achin Kulshrestha Petra Poklukar Wittawat Jitkrittum Sean Augenstein Congchao Wang Federico Tombari 66 1 0 26 Feb 2025
MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration Lai Wei Wenkai Wang Xiaoyu Shen Yu Xie Zhihao Fan Xiaojin Zhang Zhongyu Wei Wei Chen 52 6 0 06 Oct 2024
Towards Accurate Differential Diagnosis with Large Language Models Daniel J. McDuff M. Schaekermann Tao Tu Anil Palepu Amy Wang ... G. Corrado Yossi Matias Jacob Sunshine Alan Karthikesalingam Vivek Natarajan ELM LM&MA 67 89 0 30 Nov 2023
Multi-Agent Consensus Seeking via Large Language Models Huaben Chen Wenkang Ji Lufeng Xu Shiyu Zhao LM&Ro LLMAG 96 24 0 31 Oct 2023
DDXPlus: A New Dataset For Automatic Medical Diagnosis Arsène Fansi Tchango Rishab Goel Zhi Wen Julien Martel J. Ghosn 132 40 0 18 May 2022
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 97 778 0 28 Sep 2020