Are Natural Domain Foundation Models Useful for Medical Image Classification?

30 October 2023

Papers citing "Are Natural Domain Foundation Models Useful for Medical Image Classification?"

8 / 8 papers shown

Title
Deep Modeling and Optimization of Medical Image Classification Yihang Wu Muhammad Owais R. Kateb Ahmad Chaddad MedIm VLM 24 1 0 29 May 2025
Learnable Ophthalmology SAM Zhongxi Qiu Yan Hu Heng Li Jiang-Dong Liu VLM MedIm 57 24 0 26 Apr 2023
Can SAM Segment Polyps? Tao Zhou Yizhe Zhang Yi Zhou Ye Wu Chen Gong MedIm 37 65 0 15 Apr 2023
Is it Time to Replace CNNs with Transformers for Medical Images? Christos Matsoukas Johan Fredin Haslum Magnus P Soderberg Kevin Smith ViT OOD MedIm 48 147 0 20 Aug 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 255 6,657 0 23 Dec 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 364 24,160 0 26 Jul 2019
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison Jeremy Irvin Pranav Rajpurkar M. Ko Yifan Yu Silviana Ciurea-Ilcus ... D. Larson C. Langlotz Bhavik Patel M. Lungren A. Ng 67 2,568 0 21 Jan 2019
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 919 39,383 0 01 Sep 2014