Popular GitHub Repositories for Surgical Imaging

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

AI Toolkit for Healthcare Imaging

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

[Medical_NLP ➟ Awesome-AI4Med] medical-related LLMs, Multimodal systems, Datasets, Benchmarks, and more.

Awesome GAN for Medical Imaging

Medical imaging processing for deep learning.

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Train AI models efficiently on medical images using any framework

Deep Learning Papers on Medical Image Analysis

Deep Learning Toolkit for Medical Image Analysis

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Medical Image Segmentation with Diffusion Model

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

A collection of resources on applications of Transformers in Medical Imaging.

Paper reading notes on Deep Learning and Machine Learning

A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

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