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Project-MONAI/MONAI

MONAI

AI Toolkit for Healthcare Imaging

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Builder

Project-MONAI

Project-MONAI

Project-MONAI • individual

Stars

8,219

Using upstream star count

Forks

1,505

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Oct 11, 2019

Project creation date

README Summary

<p align="center"> <img src="https://raw.githubusercontent.com/Project-MONAI/MONAI/dev/docs/images/MONAI-logo-color.png" width="50%" alt='project-monai'> </p>

Community Evaluation

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AI Dev Skills

Unmapped

3D Convolutional Neural NetworksComputer Vision for HealthcareDeep Learning for Medical ImagingDomain-Specific Data AugmentationFederated Learning for HealthcareMedical Image PreprocessingMedical Image RegistrationMedical Image SegmentationMulti-modal Medical ImagingTransfer Learning in Medical Domain

Tags

3D Convolutional Neural NetworksComputer Vision for HealthcareDeep Learning for Medical ImagingDomain-Specific Data AugmentationFederated Learning for HealthcareMedical Image PreprocessingMedical Image RegistrationMedical Image SegmentationMulti-modal Medical ImagingTransfer Learning in Medical DomainDeep LearningDockerEvalsForkedHealthcare AIJupyterNumPyPyTorchPythonResearch / PapersTutorial

Taxonomy

AI Trends

Domain-Specific AIHealthcare AIFederated LearningAI for Scientific Research

category

Learning ResourcesModel TrainingEvals & BenchmarkingMLOps & InfrastructureIndustry: HealthcareData Science & Analytics

Deployment Context

Self-hostedOn-premiseCloudResearch Infrastructure

Industries

HealthcareMedical ImagingRadiologyClinical Research

Modalities

Image3DMedical ImagingDICOM

Skill Areas

Medical Image Segmentation3D Convolutional Neural NetworksMedical Image RegistrationComputer Vision for HealthcareDeep Learning for Medical ImagingTransfer Learning in Medical DomainMedical Image PreprocessingDomain-Specific Data AugmentationMulti-modal Medical ImagingFederated Learning for Healthcare

tag

Deep LearningDockerEvalsForkedHealthcare AIJupyterNumPyPyTorchPythonResearch / PapersTutorial

Use Cases

Medical Image SegmentationOrgan Detection and ClassificationDisease Diagnosis from Medical ScansMedical Image RegistrationRadiological Analysis AutomationClinical Decision SupportMedical Research Acceleration

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

3

Remove unused `n_dims` parameter from `Fourier.inv_shift_fourier` (#8766)

Soumya Snigdha Kundu • Mar 20, 2026

5b71547

Docker Slim Image (#8640)

Eric Kerfoot • Mar 6, 2026

daaedaa

Fix using a non-tuple sequence for multidimensional indexing that wil… (#8732)

Aaron Ponti • Mar 6, 2026

366df44

Quality

production
Quality
high
Maturity
production

Categories

Learning ResourcesPrimaryEvals & BenchmarkingMLOps & InfrastructureIndustry: HealthcareData Science & AnalyticsModel TrainingHealthcare & BiologySearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityData & Evaluation

Languages

Python100.0%

Timeline

Project created
Oct 11, 2019
Forked
Mar 23, 2026
Your last push
2 months ago
Upstream last push
19 days ago
Tracked since
Mar 20, 2026

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