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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

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

MIC-DKFZ/medicaldetectiontoolkit

A toolbox for training and deploying object detectors and segmentation models on medical images using PyTorch.

1.3K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#medical-imaging#object-detection#segmentation

MedMNIST/MedMNIST

Standardized datasets for 2D and 3D biomedical image classification

1.3K
Archived
Python
PyTorch
#biomedical-image-classification#medical-image-analysis#image-processing

fahadshamshad/awesome-transformers-in-medical-imaging

A curated collection of resources on applying Transformers to medical imaging tasks like segmentation, classification, and synthesis.

1.3K
Archived
Computer Vision
Tutorials & Courses
#medical-imaging#transformers#computer-vision

mlmed/torchxrayvision

A library of chest X-ray datasets and models for medical AI/ML applications.

1.1K
Stable
Jupyter Notebook
Computer Vision
Datasets
PyTorch
#chest-radiographs#chest-xray#medical-imaging

suyashkumar/dicom

High-performance DICOM medical image parser in Go for real-time streaming and analysis.

1.1K
Stable
Go
API Frameworks
Databases
#dicom#medical-imaging#real-time

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