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2406.10185
Cited By
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models
14 June 2024
Jiawei Chen
Dingkang Yang
Tong Wu
Yue Jiang
Xiaolu Hou
Mingcheng Li
Shunli Wang
Dongling Xiao
Ke Li
Lihua Zhang
LM&MA
VLM
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Papers citing
"Detecting and Evaluating Medical Hallucinations in Large Vision Language Models"
18 / 18 papers shown
Title
Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models
Bidur Khanal
Sandesh Pokhrel
Sanjay Bhandari
Ramesh Rana
Nikesh Shrestha
Ram Bahadur Gurung
Cristian A. Linte
Angus Watson
Y. Shrestha
Binod Bhattarai
VLM
36
0
0
11 May 2025
Mitigating Image Captioning Hallucinations in Vision-Language Models
Fei Zhao
C. Zhang
Runlin Zhang
Tianyang Wang
Xi Li
VLM
41
0
0
06 May 2025
A Scoping Review of Natural Language Processing in Addressing Medically Inaccurate Information: Errors, Misinformation, and Hallucination
Zhaoyi Sun
Wen-wai Yim
Özlem Uzuner
Fei Xia
Meliha Yetisgen
40
0
0
16 Apr 2025
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation
Jingkun Chen
Haoran Duan
Xiao Zhang
Boyan Gao
T. Tan
Vicente Grau
Jungong Han
19
0
0
15 Apr 2025
MedHal: An Evaluation Dataset for Medical Hallucination Detection
Gaya Mehenni
Amal Zouaq
HILM
LM&MA
VLM
59
0
0
11 Apr 2025
MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models
Qiao Yan
Yuchen Yuan
Xiaowei Hu
Yihan Wang
Jiaqi Xu
Jinpeng Li
Chi-Wing Fu
Pheng Ann Heng
MLLM
VLM
LM&MA
53
0
0
28 Feb 2025
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
Kangyu Zhu
Peng Xia
Yun-Qing Li
Hongtu Zhu
Sheng Wang
Huaxiu Yao
103
1
0
09 Dec 2024
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis
Bo Liu
K. Zou
Liming Zhan
Zexin Lu
Xiaoyu Dong
Yidi Chen
Chengqiang Xie
Jiannong Cao
Xiao-Ming Wu
Huazhu Fu
120
0
0
25 Nov 2024
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
Vishwesh Nath
Wenqi Li
Dong Yang
Andriy Myronenko
Mingxin Zheng
...
Holger Roth
Daguang Xu
Baris Turkbey
Holger Roth
Daguang Xu
VLM
90
4
0
19 Nov 2024
MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language Models
Vibhor Agarwal
Yiqiao Jin
Mohit Chandra
Munmun De Choudhury
Srijan Kumar
Nishanth R. Sastry
HILM
LM&MA
42
4
0
29 Sep 2024
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey
Qika Lin
Yifan Zhu
Xin Mei
Ling Huang
Jingying Ma
Kai He
Zhen Peng
Erik Cambria
Mengling Feng
39
17
0
23 Aug 2024
Towards Context-Aware Emotion Recognition Debiasing from a Causal Demystification Perspective via De-confounded Training
Dingkang Yang
Kun Yang
Haopeng Kuang
Zhaoyu Chen
Yuzheng Wang
Lihua Zhang
CML
36
4
0
06 Jul 2024
Asynchronous Multimodal Video Sequence Fusion via Learning Modality-Exclusive and -Agnostic Representations
Dingkang Yang
Mingcheng Li
Linhao Qu
Kun Yang
Peng Zhai
Song Wang
Lihua Zhang
32
5
0
06 Jul 2024
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis
Congzhen Shi
Ryan Rezai
Jiaxi Yang
Qi Dou
Xiaoxiao Li
MedIm
29
4
0
03 Jul 2024
Scorecards for Synthetic Medical Data Evaluation and Reporting
Ghada Zamzmi
Adarsh Subbaswamy
E. Sizikova
Edward Margerrison
Jana G. Delfino
Aldo Badano
28
1
0
17 Jun 2024
Hallucination of Multimodal Large Language Models: A Survey
Zechen Bai
Pichao Wang
Tianjun Xiao
Tong He
Zongbo Han
Zheng Zhang
Mike Zheng Shou
VLM
LRM
95
139
0
29 Apr 2024
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
Qinghao Ye
Haiyang Xu
Jiabo Ye
Mingshi Yan
Anwen Hu
Haowei Liu
Qi Qian
Ji Zhang
Fei Huang
Jingren Zhou
MLLM
VLM
121
375
0
07 Nov 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
Junnan Li
Dongxu Li
Silvio Savarese
Steven C. H. Hoi
VLM
MLLM
270
4,229
0
30 Jan 2023
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