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Hidden Flaws Behind Expert-Level Accuracy of GPT-4 Vision in Medicine

Hidden Flaws Behind Expert-Level Accuracy of GPT-4 Vision in Medicine

16 January 2024
Qiao Jin
Fangyuan Chen
Yiliang Zhou
Ziyang Xu
Justin M. Cheung
Robert Chen
Ronald M. Summers
Justin F. Rousseau
Peiyun Ni
Marc J. Landsman
Sally L. Baxter
S. Al’Aref
Yijia Li
Alex Chen
Josef A. Brejt
Michael F. Chiang
Yifan Peng
Zhiyong Lu
    ELM
    MedIm
    LM&MA
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Papers citing "Hidden Flaws Behind Expert-Level Accuracy of GPT-4 Vision in Medicine"

7 / 7 papers shown
Title
Vision Language Models versus Machine Learning Models Performance on Polyp Detection and Classification in Colonoscopy Images
Vision Language Models versus Machine Learning Models Performance on Polyp Detection and Classification in Colonoscopy Images
Mohammad Amin Khalafi
Seyed Amir Ahmad Safavi-Naini
Ameneh Salehi
Nariman Naderi
Dorsa Alijanzadeh
...
Nicholas P Tatonetti
Nicholas Hoerter
Girish Nadkarni
Hamid Asadzadeh Aghdaei
Ali Soroush
51
0
0
27 Mar 2025
Superhuman performance of a large language model on the reasoning tasks of a physician
Superhuman performance of a large language model on the reasoning tasks of a physician
Peter G. Brodeur
Thomas A. Buckley
Zahir Kanjee
Ethan Goh
Evelyn Bin Ling
...
Daniel Restrepo
Eric Horvitz
Jonathan H. Chen
Arjun K. Manrai
Adam Rodman
LM&MA
LRM
AI4MH
ELM
86
7
0
14 Dec 2024
A Perspective for Adapting Generalist AI to Specialized Medical AI
  Applications and Their Challenges
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges
Zhangyu Wang
Hanyin Wang
Benjamin P. Danek
Ying Li
Christina Mack
Hoifung Poon
Y. Wang
Pranav Rajpurkar
Jiashuo Sun
LM&MA
42
1
0
28 Oct 2024
Demystifying Large Language Models for Medicine: A Primer
Demystifying Large Language Models for Medicine: A Primer
Qiao Jin
Nicholas Wan
Robert Leaman
Shubo Tian
Zhizheng Wang
...
Chunhua Weng
Ronald M. Summers
Qingyu Chen
Yifan Peng
Zhiyong Lu
LM&MA
47
4
0
24 Oct 2024
Constructive Apraxia: An Unexpected Limit of Instructible
  Vision-Language Models and Analog for Human Cognitive Disorders
Constructive Apraxia: An Unexpected Limit of Instructible Vision-Language Models and Analog for Human Cognitive Disorders
David Noever
S. M. Noever
30
0
0
17 Sep 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions
Hanjie Chen
Zhouxiang Fang
Yash Singla
Mark Dredze
ELM
AI4MH
49
33
0
28 Feb 2024
Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for
  Multimodal Medical Diagnosis
Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis
Chaoyi Wu
Jiayu Lei
Qiaoyu Zheng
Weike Zhao
Weixiong Lin
...
Xiao Zhou
Ziheng Zhao
Ya Zhang
Yanfeng Wang
Weidi Xie
LM&MA
96
74
0
15 Oct 2023
1