Foundation Ark: Accruing and Reusing Knowledge for Superior and Robust Performance

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 30.1K citations

Computing, Computer Science, Computer Vision +16

ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases

2017 · 3.3K citations · Full text

Medicine, Computer Science, Radiology +17

CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison

Jeremy Irvin, Pranav Rajpurkar, Michael Ko et al. · 2019 · 2.6K citations · Full text

Medicine, Health Informatics, Radiology +14

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

Alistair E. W. Johnson, Tom Pollard, Seth J. Berkowitz et al. · Scientific Data · 2019 · 1.6K citations · Full text

Medicine, Health Informatics, Radiology +14

SimMIM: a Simple Framework for Masked Image Modeling

Zhenda Xie, Zheng Zhang, Yue Cao et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 1.1K citations

Computing, Computer Science, Computer Vision +10