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1.0k

5.5k

apache-2.0

89

AI Toolkit for Healthcare Imaging

monai python3 pytorch deep-learning healthcare-imaging medical-image-computing medical-image-processing

Created 2019-10-11

3,054 commits to dev branch, last one a day ago

117

397

gpl-3.0

14

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

pip framework tensorflow segmentation deep-learning neural-network computer-vision medical-imaging healthcare-imaging medical-image-analysis medical-image-processing clinical-decision-support medical-image-segmentation convolutional-neural-networks

Created 2019-05-09

568 commits to master branch, last one 2 years ago

80

124

apache-2.0

12

Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models

automl python3 pytorch tcia-dac clara-train deep-learning healthcare-imaging medical-imaging-computing medical-imaging-processing

Created 2020-11-10

128 commits to master branch, last one 2 years ago

31

87

gpl-3.0

5

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

u-net 3d-unet covid-19 infection pneumonia lung-lobes tensorflow covid-19-ct lung-disease segmentation deep-learning computer-vision medical-imaging lung-segmentation healthcare-imaging medical-image-analysis medical-image-processing

Created 2020-04-28

87 commits to master branch, last one 2 years ago

16

80

unknown

3

A curated list of Federated Learning papers/articles and recent advancements.

non-iid awesome-list data-privacy deep-learning healthcare-data machine-learning life-science-data federated-learning healthcare-imaging healthcare-datasets medical-data-pipeline artifical-intelligense awesome-machine-learning deep-learning-healthcare machine-learning-privacy machine-learning-healthcare vertical-federated-learning distributed-machine-learning healthcare-federated-learning blockchain-medical-applications

Created 2020-12-16

24 commits to main branch, last one about a year ago