Popular GitHub Repositories for Emory Cxr

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

Improving Chest X-Ray Report Generation by Leveraging Warm-Starting

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)

CXR-ACGAN: Auxiliary Classifier GAN (AC-GAN) for Chest X-Ray (CXR) Images Generation (Pneumonia, COVID-19 and healthy patients) for the purpose of data augmentation. Implemented in TensorFlow, trained on COVIDx CXR-3 dataset.

Securing Collaborative Medical AI by Using Differential Privacy

Embeddings generation from MIMIC-IV and MIMIC-CXR

COVID-19 Detection Using CXR and Attention Guided CNN

ChestXLLaMA is a multimodal LLM for chest X-ray report generation. It builds on LLaMA-3.2 Vision with: Large-scale training on MIMIC-CXR + CheXpert Plus 10-step reasoning distillation for transparent clinical logic Efficient 4-bit deployment (Unsloth + bitsandbytes) ⚠️ Research/educational use only — not for autonomous clinical decisions.

Mini CLIP-style CXR↔report retrieval with prompt ablation, token-length check, and interpretability

Interactive visualization of Emory CXR embeddings using foundation models for subgroup analysis.

RadLLaMA-Thinking is a multimodal LLM for chest X-ray report generation. It builds on LLaMA-3.2 Vision with: Large-scale training on MIMIC-CXR + CheXpert Plus 10-step reasoning distillation for transparent clinical logic Efficient 4-bit deployment (Unsloth + bitsandbytes) ⚠️ Research/educational use only — not for autonomous clinical decisions.