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2401.12208
Cited By
CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation
22 January 2024
Zhihong Chen
Maya Varma
Jean-Benoit Delbrouck
Magdalini Paschali
Louis Blankemeier
Dave Van Veen
Jeya Maria Jose Valanarasu
Alaa Youssef
Joseph Paul Cohen
E. Reis
Emily Bao Tsai
Andrew Johnston
Cameron Olsen
Tanishq Mathew Abraham
S. Gatidis
Akshay S. Chaudhari
Curtis P. Langlotz
MedIm
LM&MA
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HuggingFace (23 upvotes)
Papers citing
"CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation"
39 / 39 papers shown
SP-Det: Self-Prompted Dual-Text Fusion for Generalized Multi-Label Lesion Detection
Qing Xu
Yanqian Wang
Xiangjian Hea
Yue Li
Yixuan Zhang
Rong Qu
Wenting Duan
Zhen Chen
MedIm
186
0
0
04 Dec 2025
Closing the Performance Gap Between AI and Radiologists in Chest X-Ray Reporting
Harshita Sharma
Maxwell Reynolds
Valentina Salvatelli
Anne-Marie G. Sykes
Kelly K. Horst
...
Daniel Coelho De Castro
Stephanie L. Hyland
P. Korfiatis
Ashish Khandelwal
Javier Alvarez-Valle
132
0
0
21 Nov 2025
Boosting Medical Visual Understanding From Multi-Granular Language Learning
Zihan Li
Yiqing Wang
Sina Farsiu
P. E. Kinahan
VLM
224
0
0
20 Nov 2025
X-WIN: Building Chest Radiograph World Model via Predictive Sensing
Zefan Yang
Ge Wang
James A. Hendler
Mannudeep K. Kalra
Pingkun Yan
MedIm
161
0
0
18 Nov 2025
CXR-LanIC: Language-Grounded Interpretable Classifier for Chest X-Ray Diagnosis
Yiming Tang
Wenjia Zhong
Rushi Shah
Dianbo Liu
MedIm
103
0
0
24 Oct 2025
How many samples to label for an application given a foundation model? Chest X-ray classification study
Nikolay Nechaev
Evgenia Przhezdzetskaya
Viktor Gombolevskiy
Dmitry Umerenkov
Dmitry Dylov
MedIm
135
0
0
13 Oct 2025
Agentic Systems in Radiology: Design, Applications, Evaluation, and Challenges
Christian Bluethgen
Dave Van Veen
Daniel Truhn
Jakob Nikolas Kather
Michael Moor
...
Akshay S. Chaudhari
Thomas Frauenfelder
C. Langlotz
Michael Krauthammer
Farhad Nooralahzadeh
LM&MA
AI4CE
285
0
0
10 Oct 2025
Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation
H. Nguyen
D. Nguyen
Minh Nguyen
T. Nguyen
Thao Nguyen Truong
...
Quoc Viet Hung Nguyen
Quynh Anh Chau
Hong Son Mai
T. Nguyen
Phi Le Nguyen
VLM
216
4
0
29 Sep 2025
RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows
Kai Zhang
Corey D Barrett
Jangwon Kim
Lichao Sun
Tara Taghavi
Krishnaram Kenthapadi
178
0
0
24 Sep 2025
Exploring the Capabilities of LLM Encoders for Image-Text Retrieval in Chest X-rays
Hanbin Ko
Gihun Cho
Inhyeok Baek
Donguk Kim
Joonbeom Koo
Changi Kim
Dongheon Lee
Chang-Min Park
LM&MA
VLM
156
0
0
17 Sep 2025
Teaching AI Stepwise Diagnostic Reasoning with Report-Guided Chain-of-Thought Learning
Yihong Luo
Wenwu He
Zhuo-Xu Cui
Dong Liang
LM&MA
LRM
83
0
0
08 Sep 2025
A Foundation Model for Chest X-ray Interpretation with Grounded Reasoning via Online Reinforcement Learning
Qika Lin
Yifan Zhu
Bin Pu
Ling Huang
Haoran Luo
...
Jian Zhang
Kai He
Zhonghong Ou
Swapnil Mishra
Mengling Feng
ReLM
MedIm
LM&MA
LRM
145
2
0
04 Sep 2025
AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays
Xueyang Li
Mingze Jiang
Gelei Xu
Jun Xia
Mengzhao Jia
Danny Chen
Y. Shi
135
2
0
26 Aug 2025
Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding
Jun Li
Che Liu
Wenjia Bai
Mingxuan Liu
Rossella Arcucci
Cosmin I. Bercea
Julia A. Schnabel
VLM
185
0
0
06 Aug 2025
Leveraging the Structure of Medical Data for Improved Representation Learning
Andrea Agostini
Sonia Laguna
Alain Ryser
Samuel Ruipérez-Campillo
Moritz Vandenhirtz
Nicolas Deperrois
Farhad Nooralahzadeh
Michael Krauthammer
Thomas M. Sutter
Julia E. Vogt
363
2
0
01 Jul 2025
SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning
Melanie Rieff
M. Varma
Ossian Rabow
Subathra Adithan
Julie Kim
...
Nidhi Rohatgi
Christian Bluethgen
Mohamed Muneer
Jean-Benoit Delbrouck
Michael Moor
LRM
154
2
0
26 Jun 2025
Benchmarking Foundation Models and Parameter-Efficient Fine-Tuning for Prognosis Prediction in Medical Imaging
Filippo Ruffini
Elena Mulero Ayllón
Linlin Shen
Paolo Soda
V. Guarrasi
LM&MA
304
4
0
23 Jun 2025
RadFabric: Agentic AI System with Reasoning Capability for Radiology
Wenting Chen
Yi Dong
Zhaojun Ding
Yucheng Shi
Yifan Zhou
...
Tianming Liu
Ninghao Liu
Lichao Sun
Yixuan Yuan
Xiang Li
MedIm
166
4
0
17 Jun 2025
Foundation Models in Medical Imaging: A Review and Outlook
Vivien van Veldhuizen
Vanessa Botha
C. Lu
Melis Erdal Cesur
Kevin Groot Lipman
...
Cees Snoek
Lodewyk Wessels
Ritse Mann
Eric Marcus
Jonas Teuwen
MedIm
VLM
AI4CE
461
2
0
10 Jun 2025
Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations
Zhiyu Xue
Reza Abbasi-Asl
Ramtin Pedarsani
AAML
143
0
0
08 Jun 2025
Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Yunsoo Kim
Jinge Wu
Su-Hwan Kim
Pardeep Vasudev
Jiashu Shen
Honghan Wu
155
1
0
28 May 2025
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding
Ta Duc Huy
Duy Anh Huynh
Yutong Xie
Yuankai Qi
Qi Chen
...
Anton van den Hengel
Zhibin Liao
Minh-Son To
Johan Verjans
Vu Minh Hieu Phan
400
2
0
21 May 2025
Online Iterative Self-Alignment for Radiology Report Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Ting Xiao
Lei Shi
Yang Zhang
HaoFeng Yang
Zhe Wang
Chenjia Bai
334
0
0
17 May 2025
CorBenchX: Large-Scale Chest X-Ray Error Dataset and Vision-Language Model Benchmark for Report Error Correction
Jing Zou
Qingqiu Li
Chenyu Lian
Lihao Liu
Xiaohan Yan
Shujun Wang
Jing Qin
VLM
457
1
0
17 May 2025
Knowledge-Augmented Language Models Interpreting Structured Chest X-Ray Findings
Alexander Davis
Rafael Souza
Jia-Hao Lim
844
2
0
03 May 2025
CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models
Engineering Interactive Computing System (EICS), 2025
Hasan Md Tusfiqur Alam
Devansh Srivastav
Abdulrahman Mohamed Selim
Md Abdul Kadir
Md Moktadiurl Hoque Shuvo
Daniel Sonntag
MedIm
243
1
0
29 Apr 2025
Anyprefer: An Agentic Framework for Preference Data Synthesis
International Conference on Learning Representations (ICLR), 2025
Yiyang Zhou
Zhaoxiang Wang
Tianle Wang
Shangyu Xing
Peng Xia
...
Chetan Bansal
Weitong Zhang
Ying Wei
Joey Tianyi Zhou
Huaxiu Yao
443
10
0
27 Apr 2025
GEMA-Score: Granular Explainable Multi-Agent Scoring Framework for Radiology Report Evaluation
Zhenxuan Zhang
Kinhei Lee
Weihang Deng
Weihang Deng
Zihao Jin
...
Zhifan Gao
D. C. Marshall
D. C. Marshall
G. Yang
Guang Yang
MedIm
264
1
0
07 Mar 2025
Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions
Jun Yu Li
Che Liu
Wenjia Bai
Rossella Arcucci
Cosmin I. Bercea
Julia A. Schnabel
278
3
0
05 Mar 2025
Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Yang Yan
Bingqing Yue
Qiaxuan Li
Man Huang
Jingyu Chen
Zhenzhong Lan
187
0
0
20 Feb 2025
CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification
Computers in Biology and Medicine (Comput. Biol. Med.), 2025
Cristiano Patrício
Isabel Rio-Torto
J. S. Cardoso
Luís F. Teixeira
João C. Neves
VLM
1.1K
3
0
21 Jan 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine
PLOS Digital Health (PDH), 2024
Nikita Neveditsin
Pawan Lingras
V. Mago
LM&MA
528
17
0
08 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine
Information Fusion (Inf. Fusion), 2024
Hanguang Xiao
Feizhong Zhou
Xianglong Liu
Tianqi Liu
Zhipeng Li
Xin Liu
Xiaoxuan Huang
AILaw
LM&MA
LRM
446
82
0
31 Dec 2024
FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models
Computer Vision and Pattern Recognition (CVPR), 2024
Alice Heiman
Xiaoman Zhang
E. Chen
Sung Eun Kim
Pranav Rajpurkar
HILM
MedIm
652
5
0
27 Nov 2024
EchoFM: Foundation Model for Generalizable Echocardiogram Analysis
IEEE Transactions on Medical Imaging (IEEE TMI), 2024
Sekeun Kim
Pengfei Jin
Qing Xiao
Cheng Chen
Yiwei Li
Hui Ren
Xiang Li
Tianming Liu
Quanzheng Li
265
5
0
30 Oct 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
Neural Information Processing Systems (NeurIPS), 2024
Kun Yuan
V. Srivastav
Nassir Navab
N. Padoy
399
23
0
30 Sep 2024
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering
Danfeng Guo
Sumitaka Honji
LRM
434
8
0
31 Jul 2024
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA
Qianqi Yan
Xuehai He
Xiang Yue
Xin Eric Wang
LM&MA
418
18
0
30 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data
Xinyi Wang
Grazziela Figueredo
Ruizhe Li
Wei Emma Zhang
L. Yao
Xin Chen
MedIm
ViT
375
5
0
21 May 2024
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