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frankkramer-lab/MIScnn

MIScnn

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

View on GitHub↗Upstream frankkramer-lab/MIScnn↗

Builder

frankkramer-lab

frankkramer-lab

frankkramer-lab • individual

Stars

422

Using upstream star count

Forks

118

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 9, 2019

Project creation date

README Summary

[![shield_python](https://img.shields.io/pypi/pyversions/miscnn?style=flat-square)](https://www.python.org/) [![shield_build](https://img.shields.io/travis/frankkramer-lab/miscnn/master?style=flat-square)](https://travis-ci.org/github/frankkramer-lab/MIScnn) [![shield_coverage](https://img.shields.io/codecov/c/gh/frankkramer-lab/miscnn?style=flat-square)](https://codecov.io/gh/frankkramer-lab/miscnn) [![shield_pypi_version](https://img.shields.io/pypi/v/miscnn?style=flat-square)](https://pypi.or

Community Evaluation

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AI Dev Skills

Unmapped

3D Image SegmentationBiomedical Image AnalysisComputer Vision for Medical ApplicationsConvolutional Neural NetworksDeep Learning for HealthcareMedical Data PreprocessingMedical Image SegmentationU-Net Architecture

Tags

3D Image SegmentationBiomedical Image AnalysisComputer Vision for Medical ApplicationsConvolutional Neural NetworksDeep Learning for HealthcareMedical Data PreprocessingMedical Image SegmentationU-Net ArchitectureComputer VisionData ScienceDeep LearningEvalsForkedHealthcare AIKerasPythonResearch / PapersSegmentationTensorFlowTutorial

Taxonomy

AI Trends

AI in HealthcareComputer VisionDeep Learning for Medical Applications

category

Model TrainingEvals & BenchmarkingComputer VisionLearning ResourcesIndustry: HealthcareData Science & Analytics

Deployment Context

Self-hostedOn-premiseResearch Environment

Industries

HealthcareMedical TechnologyRadiologyMedical Research

Modalities

Image3DMedical Imaging

Skill Areas

Medical Image SegmentationConvolutional Neural NetworksDeep Learning for HealthcareComputer Vision for Medical ApplicationsBiomedical Image AnalysisU-Net ArchitectureMedical Data Preprocessing3D Image Segmentation

tag

Computer VisionData ScienceDeep LearningEvalsForkedHealthcare AIKerasPythonResearch / PapersSegmentationTensorFlowTutorial

Use Cases

Medical Image SegmentationAutomated Organ SegmentationTumor Detection and SegmentationMedical Image Analysis PipelineRadiological Image ProcessingClinical Decision Support

Recent Activity

Updated 3 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Evals & BenchmarkingPrimaryLearning ResourcesIndustry: HealthcareData Science & AnalyticsModel TrainingComputer VisionHealthcare & BiologySearch & KnowledgeOther AI / ML

PM Skills

Data & Evaluation

Languages

Python100.0%

Timeline

Project created
May 9, 2019
Forked
Mar 23, 2026
Your last push
3 years ago
Upstream last push
3 years ago
Tracked since
May 10, 2023

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