Popular GitHub Repositories for Radiology

Multimodal Question Answering in the Medical Domain: A summary of Existing Datasets and Systems

Code for the CVPR paper "Interactive and Explainable Region-guided Radiology Report Generation"

Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

Code and pretrained model for paper "Learning to Summarize Radiology Findings"

This is the implementation of the CDGPT2 model mentioned in our paper 'Automated Radiology Report Generation using Conditioned Transformers'

End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."

A curated list of awesome resources, papers, datasets, and tools related to AI in radiology. This repository aims to provide a comprehensive collection of materials to facilitate research, learning, and development in the field of AI-powered radiology.

Intelligent Word Embeddings of Free-Text Radiology Reports

Repository for the paper "An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs"

LLM Agents Making Agent Tools

BreastGAN, first experiment.

BreastGAN, second experiment.

In this we fine tune Llama-3.2-11B-Vision-Instruct model on unsloth/Radiology_mini dataset for Image captioning generation

An LLM Chatbot for Design a Pediatric CT Protocol

DECT-CLUST: DECT image clustering and application to HNSCC tumor segmentation

A multi-modal time-series dataset created from MIMIC.