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DLTK/DLTK

DLTK

Deep Learning Toolkit for Medical Image Analysis

Builder

DLTK

DLTK

DLTK • individual

Stars

1,455

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Forks

400

Using upstream fork count

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Activity Score

0/100

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Created

May 2, 2017

Project creation date

README Summary

DLTK (Deep Learning Toolkit) is a neural networks toolkit built on TensorFlow for medical image analysis. It provides modular components and pre-built architectures specifically designed for 3D medical imaging tasks like segmentation, classification, and regression. The toolkit includes common medical imaging operations, data handling utilities, and model implementations optimized for volumetric medical data.

AI Dev Skills

Unmapped

Medical Image AnalysisConvolutional Neural NetworksDeep Learning for HealthcareComputer VisionMedical Imaging ProcessingNeural Network Architecture DesignHealthcare AIBiomedical Signal Processing

Tags

Medical Image AnalysisConvolutional Neural NetworksDeep Learning for HealthcareComputer VisionMedical Imaging ProcessingNeural Network Architecture DesignHealthcare AIBiomedical Signal ProcessingDisease Detection from Medical ImagesImageAI for Medical DiagnosisSpecialized Domain AIBiomedical Image ProcessingMedical Image SegmentationSelf-hostedMedical Imaging Diagnosis Support3DRadiology Image AnalysisMedical TechnologyResearch EnvironmentOn-premiseHealthcareBiomedical ResearchMedical Image ClassificationPython

Taxonomy

Recent Activity

Updated 3 years ago

7 Days

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30 Days

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90 Days

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Quality

research
Quality
medium
Maturity
research

Categories

Healthcare & BiologyPrimarySearch & KnowledgeOther AI / MLLearning ResourcesIndustry: HealthcareComputer Vision

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

Project created
May 2, 2017
Forked
Mar 23, 2026
Your last push
3 years ago
Upstream last push
3 years ago
Tracked since
Mar 24, 2023

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