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The Top 23 Deep Learning Medical Open Source Projects

Open source projects categorized as Deep Learning Medical
Categories > Machine Learning > Deep Learning
Categories > Science > Medical
Monai ⭐ 5,010
AI Toolkit for Healthcare Imaging
dependent packages 48total releases 77most recent commit 3 months agopypi monai} Downloads
Awesome Gan For Medical Imaging ⭐ 1,919
Awesome GAN for Medical Imaging
most recent commit 2 years ago
Torchio ⭐ 1,904
Medical imaging toolkit for deep learning
dependent packages 29total releases 245most recent commit 3 months agopypi torchio} Downloads
Dltk ⭐ 1,293
Deep Learning Toolkit for Medical Image Analysis
most recent commit 2 years ago
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.
most recent commit 3 months ago
Niftynet ⭐ 1,170
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
most recent commit 4 years ago
Learning Deep Learning ⭐ 943
Paper reading notes on Deep Learning and Machine Learning
most recent commit 5 months ago
Medmnist ⭐ 903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
total releases 7most recent commit 3 months ago
Medicalzoopytorch ⭐ 896
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
most recent commit 2 years ago
Torchxrayvision ⭐ 760
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
dependent packages 1total releases 43most recent commit 4 months agopypi torchxrayvision} Downloads
Medicaltorch ⭐ 724
A medical imaging framework for Pytorch
total releases 2most recent commit 3 years ago
Docproduct ⭐ 511
Medical Q&A with Deep Language Models
total releases 1most recent commit 3 years ago
Innereye Deeplearning ⭐ 509
Medical Imaging Deep Learning library to train and deploy 3D segmentation models on Azure Machine Learning
most recent commit 9 months ago
Deeplearninginmedicalimagingandmedicalimageanalysis ⭐ 485
most recent commit 2 years ago
Deepreg ⭐ 442
Medical image registration using deep learning
total releases 5most recent commit a year ago
Bcdu Net ⭐ 435
BCDU-Net : Medical Image Segmentation
most recent commit 2 years ago
Healthcare_ml ⭐ 426
A curated list of ML|NLP resources for healthcare.
most recent commit a year ago
Fast ⭐ 386
A framework for high-performance medical image processing, neural network inference and visualization
total releases 14most recent commit 3 months ago
Miscnn ⭐ 338
A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
total releases 60most recent commit a year ago
Meduncertainty ⭐ 251
Uncertainty in Medical Image Analysis
most recent commit 2 years ago
Unet ⭐ 249
U-Net Biomedical Image Segmentation
most recent commit a year ago
Ceal Medical Image Segmentation ⭐ 239
Active Deep Learning for Medical Imaging Segmentation
most recent commit 2 years ago
Deepehr ⭐ 193
Chronic Disease Prediction Using Medical Notes
most recent commit 5 years ago
The 7 Most Depended On Deep Learning Medical Open Source Projects
Monai ⭐ 5,010
AI Toolkit for Healthcare Imaging
dependent packages 48total releases 77latest release October 12, 2023most recent commit 3 months agopypi monai} Downloads
Torchio ⭐ 1,904
Medical imaging toolkit for deep learning
dependent packages 29total releases 245latest release November 24, 2023most recent commit 3 months agopypi torchio} Downloads
Dosma ⭐ 46
An AI-powered open-source medical image analysis toolbox
dependent packages 3total releases 9latest release April 18, 2022most recent commit a year agopypi dosma} Downloads
Delia ⭐ 12
DICOM Extraction for Large-scale Image Analysis (DELIA).
dependent packages 1total releases 32latest release August 03, 2023most recent commit 4 months agopypi delia} Downloads
Deepbrain ⭐ 30
Deep Learning tools for brain medical images
dependent packages 1total releases 1latest release September 12, 2018most recent commit 6 years agopypi deepbrain} Downloads
Torchxrayvision ⭐ 760
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
dependent packages 1total releases 43latest release October 04, 2023most recent commit 4 months agopypi torchxrayvision} Downloads
Edsnlp ⭐ 93
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
dependent packages 1total releases 23latest release December 04, 2023most recent commit 3 months agopypi edsnlp} Downloads
The 10 Latest Releases In Deep Learning Medical Open Source Projects
Edsnlp ⭐ 93
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
dependent packages 1total releases 23latest release December 04, 2023most recent commit 3 months agopypi edsnlp} Downloads
Torchio ⭐ 1,904
Medical imaging toolkit for deep learning
dependent packages 29total releases 245latest release November 24, 2023most recent commit 3 months agopypi torchio} Downloads
Monai ⭐ 5,010
AI Toolkit for Healthcare Imaging
dependent packages 48total releases 77latest release October 12, 2023most recent commit 3 months agopypi monai} Downloads
Torchxrayvision ⭐ 760
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
dependent packages 1total releases 43latest release October 04, 2023most recent commit 4 months agopypi torchxrayvision} Downloads
Medmnist ⭐ 903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
total releases 7latest release August 17, 2023most recent commit 3 months ago
Fast ⭐ 386
A framework for high-performance medical image processing, neural network inference and visualization
total releases 14latest release August 17, 2023most recent commit 3 months ago
Delia ⭐ 12
DICOM Extraction for Large-scale Image Analysis (DELIA).
dependent packages 1total releases 32latest release August 03, 2023most recent commit 4 months agopypi delia} Downloads
Medigan ⭐ 88
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
total releases 3latest release September 29, 2022most recent commit 5 months ago
Med Imagetools ⭐ 22
Transparent and reproducible medical image processing pipelines in Python.
total releases 21latest release June 25, 2022most recent commit 4 months ago
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