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The Top 10 Python Medical Image Analysis Open Source Projects

Open source projects categorized as Python Medical Image Analysis

Categories > Medical Image Analysis

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fepegar/torchio ⭐ 1,904

Medical imaging toolkit for deep learning

dependent packages 0 total releases 0 most recent commit over 2 years ago

MIC-DKFZ/medicaldetectiontoolkit ⭐ 1,249

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.

dependent packages 0 total releases 0 most recent commit over 2 years ago

NifTK/NiftyNet ⭐ 1,170

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

dependent packages 0 total releases 0 most recent commit about 6 years ago

MedMNIST/MedMNIST ⭐ 903

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

dependent packages 0 total releases 0 most recent commit over 2 years ago

JoHof/lungmask ⭐ 576

Automated lung segmentation in CT

dependent packages 0 total releases 0 most recent commit over 2 years ago

WAMAWAMA/wama_modules ⭐ 501

A PyTorch Computer Vision (CV) module library for building n-D networks flexibly ~

dependent packages 0 total releases 0 most recent commit about 3 years ago

jeya-maria-jose/Medical-Transformer ⭐ 484

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

dependent packages 0 total releases 0 most recent commit about 4 years ago

BMIRDS/deepslide ⭐ 449

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

dependent packages 0 total releases 0 most recent commit almost 3 years ago

pykale/pykale ⭐ 415

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

dependent packages 0 total releases 0 most recent commit over 2 years ago

frankkramer-lab/MIScnn ⭐ 338

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

dependent packages 0 total releases 0 most recent commit over 3 years ago

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