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HiLab-git/SSL4MIS

A library for semi-supervised learning on medical image segmentation tasks.

2.6K
Experimental
Python
Computer Vision
Databases
Python
#semi-supervised-learning#computer-vision#medical-imaging

FreedomIntelligence/Awesome-AI4Med

An awesome curated list of medical-related AI/ML resources including LLMs, datasets, and benchmarks.

2.6K
Active
LLM Frameworks
Datasets
#medical#llms#datasets

GanjinZero/awesome_Chinese_medical_NLP

A curated collection of open-source Chinese medical NLP resources including datasets, models, and more.

2.5K
Archived
Datasets
NLP Frameworks
#nlp#medical#chinese

sfikas/medical-imaging-datasets

A collection of medical imaging datasets for researchers and developers in the healthcare industry.

2.5K
Archived
Databases
Tutorials & Courses
#medical-imaging#dataset#computer-vision

wasserth/TotalSegmentator

A robust tool for segmentation of over 100 anatomical structures in medical imaging data.

2.5K
Active
Python
Computer Vision
Python
#medical-imaging#segmentation#computer-vision

Project-MONAI/tutorials

A collection of tutorials for the MONAI open-source AI framework for medical imaging and research.

2.4K
Active
Jupyter Notebook
LLM Frameworks
Jupyter Notebook
#monai#pytorch#medical-imaging

TorchIO-project/torchio

TorchIO is a Python library for efficient medical image preprocessing and data augmentation for AI applications.

2.4K
Active
Python
Computer Vision
Databases
PyTorch
#medical-imaging#data-augmentation#computer-vision

wolny/pytorch-3dunet

Efficient 3D U-Net model for volumetric semantic segmentation of medical images, built with PyTorch.

2.4K
Stable
Jupyter Notebook
Computer Vision
API Frameworks
PyTorch
#3d-segmentation#semantic-segmentation#volumetric-data

xinario/awesome-gan-for-medical-imaging

A curated list of resources for using Generative Adversarial Networks (GANs) in medical imaging applications.

2.4K
Archived
Computer Vision
Databases
#medical-imaging#generative-adversarial-network#computer-vision

HuCaoFighting/Swin-Unet

Swin-Unet is a pure transformer-based model for medical image segmentation, with potential use in AI-powered coding tools.

2.3K
Experimental
Python
Computer Vision
AI App Builders
Python
#medical-imaging#image-segmentation#transformer-model

Tencent/MedicalNet

Provides a series of 3D-ResNet pre-trained models and code for medical imaging deep learning.

2.2K
Stable
Python
Computer Vision
#computer-vision#medical-imaging#deep-learning

ellisdg/3DUnetCNN

This is a PyTorch implementation of a 3D U-Net CNN for medical image segmentation.

2.2K
Stable
Python
Computer Vision
PyTorch
#medical-imaging#image-segmentation#3d-cnn

epfLLM/meditron

Meditron is an open-source suite of medical large language models (LLMs) for healthcare applications.

2.2K
Archived
Python
LLM Frameworks
API Frameworks
#medical#healthcare#open-source

AI-in-Health/MedLLMsPracticalGuide

A curated list of practical guide resources for applying Large Language Models in Medicine

2.0K
Stable
LLM Frameworks
Tutorials & Courses
#ai-in-medicine#clinical-ai#large-language-models

black0017/MedicalZooPytorch

A PyTorch-based deep learning framework for 2D/3D medical image segmentation.

1.9K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#medical-imaging#image-segmentation#deep-learning

nitrain/nitrain

Efficient AI model training on medical images using any deep learning framework.

1.9K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#deep-learning#medical-imaging#neuroimaging

ivmartel/dwv

Open-source zero-footprint medical image viewer library built with JavaScript.

1.8K
Active
JavaScript
Component Libraries (React)
Frontend Frameworks
React
#dicom#medical-imaging#viewer

openmrs/openmrs-core

OpenMRS is an open-source Electronic Health Record (EHR) platform focused on healthcare in developing countries.

1.8K
Active
Java
Backend Frameworks
API Frameworks
Java
#ehr#emr#healthcare

iiab/iiab

An offline-first community library platform built on a Raspberry Pi for international development and education.

1.8K
Active
Jinja
API Frameworks
Full-Stack Frameworks
Jinja
#civic-tech#community-networks#education

neuml/paperai

An AI-powered library for extracting and searching information from scientific and medical papers.

1.7K
Experimental
Python
LLM Wrappers & SDKs
Search
Python
#ai#nlp#search

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