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MONAI Project-MONAI

984

5.4k

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

3,047 commits to dev branch, last one a day ago

tutorials Project-MONAI

648

1.7k

apache-2.0

32

MONAI Tutorials

monai pytorch monai-tutorials monai-workflows jupyter-notebook

Created 2020-08-19

773 commits to main branch, last one a day ago

research-contributions Project-MONAI

321

954

apache-2.0

14

Implementations of recent research prototypes/demonstrations using MONAI.

monai paper monai-components

Created 2020-09-17

288 commits to main branch, last one 24 days ago

MONAILabel Project-MONAI

181

559

apache-2.0

24

MONAI Label is an intelligent open source image labeling and learning tool.

3d monai pytorch segmentation deep-learning active-learning medical-imaging machine-learning 3d-slicer-extension

Created 2021-03-26

978 commits to main branch, last one 7 days ago

GenerativeModels Project-MONAI

77

537

apache-2.0

21

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

monai image-synthesis medical-imaging diffusion-models anomaly-detection generative-models image-translation mri-reconstruction generative-adversarial-network

Created 2022-09-13

447 commits to main branch, last one 3 days ago

MEDIAR Lee-Gihun

26

126

mit

5

(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"

monai pytorch biomedical miscroscopy cell-biology neurips-2022 multi-modality multi-resolution cell-segmentation vision-transformer pytorch-segmentation instance-segmentation pytorch-implementation

Created 2022-11-16

79 commits to main branch, last one 2 months ago

Pytorch--3D-Medical-Images-Segmentation--SALMON davidiommi

26

118

mit

4

Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.

mri unet monai unetr nnunet organs pytorch unet-3d segmentation transformers unet-pytorch deep-learning monai-toolbox

This repository has been archived (exclude archived)

Created 2020-08-18

97 commits to master branch, last one 2 years ago

monai-deploy Project-MONAI

21

96

apache-2.0

25

MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

ai fhir dicom mlops monai python pytorch inference pathology radiology guidelines healthcare ml-platform deep-learning open-standard medical-imaging machine-learning ai-application-deployment ai-application-development

Created 2021-04-22

334 commits to main branch, last one 6 months ago

monai-deploy-app-sdk Project-MONAI

44

83

apache-2.0

24

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

ai ml dicom mlops monai deploy python pytorch pipeline workflow healthcare ml-platform deep-learning model-serving medical-imaging image-processing machine-learning model-deployment ml-infrastructure

Created 2021-06-19

499 commits to main branch, last one about a month ago