This repo is a collection of AWESOME things about 🌟Medical Image Registration🌟, including useful materials, papers, code.

synthesis CTA using CT base GAN model

Code release for ConvNeXt model

INSPECT dataset/benchmark paper, accepted by NeurIPS 2023

[ICML 2023] Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining

Code and models for the paper "The effectiveness of MAE pre-pretraining for billion-scale pretraining" https://arxiv.org/abs/2303.13496

Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured radiology reports for pretraining.

The official repository for the x-raydar NLP code

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

Training anomaly detection model using free-text radiology report.

🏠[ECCV 2024] GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting

Official repository for the paper "Development of a freely accessible deep learning platform for comprehensive chest X-ray reading: a retrospective multicenter study in the UK"

Multimodal LLM for AGI

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

Top 1 solution of Chexpert

KAIST medical VL research group

Writing AI Conference Papers: A Handbook for Beginners

An open source implementation of CLIP.

3D ResNets for Action Recognition (CVPR 2018)

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

The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations) to date.

Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography

Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)