1) CHEST X RAY:

MIMIC:

https://paperswithcode.com/sota/x-ray-visual-question-answering-on-mimic-cxr -

Image-Text pair: (But this is the closest model using same data combination)

https://github.com/BioMedIA-MBZUAI/MedPromptX

https://paperswithcode.com/sota/multi-label-classification-on-mimic-cxr

https://github.com/mlmed/torchxrayvision

CheXpert: https://stanfordmlgroup.github.io/competitions/chexpert/

Latest SOTA:

https://github.com/Optimization-AI/LibAUC/blob/797dda391f7069cc912ea460530485cd23e2cc4f/examples/05_Optimizing_AUROC_Loss_with_DenseNet121_on_CheXpert.ipynb#L221

Latest codebase:

https://github.com/mlmed/torchxrayvision

Old SOTA codebase:

https://github.com/zoogzog/chexnet

https://github.com/jfhealthcare/Chexpert

Other MIMIC CXR trained papers: