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MedFMC: A Real-world Dataset and Benchmark For Foundation Model
  Adaptation in Medical Image Classification

MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification

Scientific Data (Sci Data), 2023
16 June 2023
Yi Xu
Xiaosong Wang
Lilong Wang
Mengzhang Li
Q. Da
Xiaoqiang Liu
Xiangyu Gao
Jun Shen
Junjun He
Tian Shen
Qi Duan
Jie Zhao
Kang Li
Yu Qiao
Shaoting Zhang
    VLMMedIm
ArXiv (abs)PDFHTML

Papers citing "MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification"

16 / 16 papers shown
Title
Colon-X: Advancing Intelligent Colonoscopy from Multimodal Understanding to Clinical Reasoning
Colon-X: Advancing Intelligent Colonoscopy from Multimodal Understanding to Clinical Reasoning
Ge-Peng Ji
Jingyi Liu
Deng-Ping Fan
Nick Barnes
LRM
160
0
0
03 Dec 2025
Structured Output Regularization: a framework for few-shot transfer learning
Structured Output Regularization: a framework for few-shot transfer learning
Nicolas Ewen
Jairo Diaz-Rodriguez
Kelly Ramsay
OffRL
88
0
0
09 Oct 2025
ALL-PET: A Low-resource and Low-shot PET Foundation Model in Projection Domain
ALL-PET: A Low-resource and Low-shot PET Foundation Model in Projection Domain
Bin Huang
Kang Chen
Bingxuan Li
Huafeng Liu
Qiegen Liu
MedIm
246
0
0
11 Sep 2025
FedMP: Tackling Medical Feature Heterogeneity in Federated Learning from a Manifold Perspective
FedMP: Tackling Medical Feature Heterogeneity in Federated Learning from a Manifold Perspective
Zhekai Zhou
Shudong Liu
Zhaokun Zhou
Yang Liu
Qiang Yang
Yuesheng Zhu
Guibo Luo
100
0
0
07 Aug 2025
Diagnostic Accuracy of Open-Source Vision-Language Models on Diverse Medical Imaging Tasks
Diagnostic Accuracy of Open-Source Vision-Language Models on Diverse Medical Imaging Tasks
Gustav Muller-Franzes
Debora Jutz
Jakob Nikolas Kather
Christiane Kuhl
S. Nebelung
Daniel Truhn
LM&MA
108
0
0
01 Aug 2025
MedFormer: Hierarchical Medical Vision Transformer with Content-Aware Dual Sparse Selection Attention
MedFormer: Hierarchical Medical Vision Transformer with Content-Aware Dual Sparse Selection Attention
Zunhui Xia
Hongxing Li
Libin Lan
MedIm
225
3
0
03 Jul 2025
VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification
VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification
Shamim Rahim Refat
Ziyan Shirin Raha
Shuvashis Sarker
Faika Fairuj Preotee
MD. Musfikur Rahman
Tashreef Muhammad
Mohammad Shafiul Alam
MedIm
331
3
0
30 Apr 2025
CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning
CheXWorld: Exploring Image World Modeling for Radiograph Representation LearningComputer Vision and Pattern Recognition (CVPR), 2025
Yang Yue
Yulin Wang
Chenxin Tao
Pan Liu
Shiji Song
Gao Huang
MedIm
279
3
0
18 Apr 2025
Exploring Representation Invariance in Finetuning
Exploring Representation Invariance in Finetuning
Wenqiang Zu
Shenghao Xie
Hao Chen
Zhiqiang Chen
Lei Ma
...
Junliang Ye
Bo Lei
Tiejun Huang
Guoqi Li
Lei Ma
MedImOOD
400
0
0
10 Mar 2025
PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion
PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion
Amar Kumar
Anita Kriz
Mohammad Havaei
Tal Arbel
MedIm
264
10
0
28 Feb 2025
Baichuan-Omni-1.5 Technical Report
Yadong Li
Qingbin Liu
Tao Zhang
Tao Zhang
Tian Jin
...
Jianhua Xu
Haoze Sun
Mingan Lin
Guosheng Dong
Xin Wu
AuLLM
316
61
0
28 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine
A Comprehensive Survey of Foundation Models in MedicineIEEE Reviews in Biomedical Engineering (RBME), 2024
Wasif Khan
Seowung Leem
Kyle B. See
Joshua K. Wong
Shaoting Zhang
R. Fang
AI4CELM&MAVLM
730
66
0
17 Jan 2025
Frontiers in Intelligent Colonoscopy
Frontiers in Intelligent Colonoscopy
Ge-Peng Ji
Jingyi Liu
Peng Xu
Nick Barnes
Fahad Shahbaz Khan
Salman Khan
Deng-Ping Fan
340
11
0
22 Oct 2024
Embedded Visual Prompt Tuning
Embedded Visual Prompt Tuning
Wenqiang Zu
Shenghao Xie
Qing Zhao
Guoqi Li
Lei Ma
VLMMedIm
821
18
0
01 Jul 2024
On the Challenges and Perspectives of Foundation Models for Medical
  Image Analysis
On the Challenges and Perspectives of Foundation Models for Medical Image Analysis
Shaoting Zhang
Dimitris N. Metaxas
LM&MAVLMMedImAI4CE
307
231
0
09 Jun 2023
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMsIEEE Transactions on Medical Imaging (TMI), 2023
Zihao Zhao
Sheng Wang
Jinchen Gu
Yitao Zhu
Lanzhuju Mei
Zixu Zhuang
Zhiming Cui
Qian Wang
Hongtu Zhu
LM&MA
331
65
0
25 May 2023
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