Popular GitHub Repositories for Chexpert

ICVGIP' 18 Oral Paper - Classification of thoracic diseases on ChestX-Ray14 dataset

Reproducing CheXpert paper using the PyTorch library.

Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)

Securing Collaborative Medical AI by Using Differential Privacy

Codebase for Imperial MSc AI Group Project: How Well Do Self-Supervised Models Transfer to Medical Imaging?

This repository explores the application of Self-Supervised Learning techniques such as MoCo, SimCLR, BYOL, and SwAV, for medical image representation using the CheXpert dataset. The project aims to classify multiple thoracic diseases while minimizing reliance on labeled data and addressing challenges like class imbalance and label uncertainty.