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kmario23/deep-learning-drizzle

A comprehensive collection of deep learning, reinforcement learning, and machine learning resources for vibe coders.

12.8K
Archived
HTML
Machine Learning
#deep-learning#machine-learning#computer-vision

OHIF/Viewers

A zero-footprint DICOM viewer and oncology-specific Lesion Tracker with shared extension packages.

4.1K
Active
TypeScript
Component Libraries (React)
Frontend Frameworks
React
#dicom#medical-imaging#image-analysis

linhandev/dataset

A comprehensive index of medical imaging datasets for researchers and developers working in the medical imaging field.

3.5K
Archived
Databases
Tutorials & Courses
#medical-imaging#ct#mri

315386775/DeepLearing-Interview-Awesome-2024

A comprehensive collection of interview questions and answers for AI, computer vision, and LLM topics.

2.8K
Stable
LLM Frameworks
Computer Vision
PyTorch
#ai-interview#computer-vision#llm

MrGiovanni/UNetPlusPlus

Official implementation of the UNet++ medical image segmentation model, useful for computer vision projects.

2.6K
Stable
Python
Computer Vision
API Frameworks
Python
#medical-imaging#segmentation#unet

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

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

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

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

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

albarqouni/Deep-Learning-for-Medical-Applications

This GitHub repository contains deep learning papers and resources focused on medical image analysis.

1.6K
Archived
TeX
Computer Vision
#deep-learning#medical-imaging#medical-informatics

InsightSoftwareConsortium/ITK

A C++ library for image analysis and processing in medical imaging.

1.6K
Active
C++
C++
#image-analysis#medical-imaging#open-source

facebookresearch/fastMRI

A large-scale dataset of raw MRI measurements and clinical MRI images for medical imaging research.

1.5K
Archived
Python
Computer Vision
Datasets
PyTorch
#medical-imaging#mri-reconstruction#deep-learning

Awesome-Image-Registration-Organization/awesome-image-registration

A curated collection of resources related to image registration, including books, papers, videos, and toolboxes.

1.5K
Stable
Computer Vision
Tutorials & Courses
#image-processing#image-registration#medical-imaging

DLTK/DLTK

A deep learning toolkit for medical image analysis, supporting a variety of neural network models and medical imaging tasks.

1.5K
Archived
Python
Computer Vision
Databases
TensorFlow
#medical-imaging#deep-learning#neural-networks

AIM-Harvard/pyradiomics

An open-source Python package for extracting radiomics features from 2D and 3D medical images and binary masks.

1.4K
Stable
Jupyter Notebook
Computer Vision
Databases
Python
#medical-imaging#radiomics#feature-extraction

NifTK/NiftyNet

An open-source platform for medical image analysis and image-guided therapy research using deep learning.

1.4K
Archived
Python
Computer Vision
API Frameworks
Python
#medical-imaging#image-analysis#deep-learning

ImprintLab/MedSegDiff

A Python library for using diffusion models to segment and reconstruct medical images.

1.4K
Stable
Python
Computer Vision
API Frameworks
Python
#medical-imaging#image-segmentation#denoising-diffusion
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