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slideflow/slideflow

slideflow

Powerful, open-source AI tools for digital pathology.

View on GitHub↗Upstream slideflow/slideflow↗

Builder

slideflow

slideflow

slideflow • individual

Stars

362

Using upstream star count

Forks

64

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Sep 13, 2019

Project creation date

README Summary

<div align="center"> <img src="https://github.com/user-attachments/assets/53d5c1f8-8fbc-4e0f-bd62-db16797492b0" alt="slideflow logo">

Community Evaluation

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AI Dev Skills

Unmapped

Attention MechanismsComputer VisionConvolutional Neural NetworksDeep Learning for PathologyFeature ExtractionMedical Image AnalysisModel InterpretabilityMulti-Instance LearningTransfer LearningWhole Slide Image Processing

Tags

Attention MechanismsComputer VisionConvolutional Neural NetworksDeep Learning for PathologyFeature ExtractionMedical Image AnalysisModel InterpretabilityMulti-Instance LearningTransfer LearningWhole Slide Image ProcessingDeep LearningDockerEvalsForkedGPU / CUDAHealthcare AIMLOpsPyTorchPythonReal-Time / StreamingResearch / PapersTensorFlowTutorial

Taxonomy

AI Trends

AI in HealthcareExplainable AIFoundation Models for Medical Imaging

category

Model TrainingEvals & BenchmarkingInference & ServingMLOps & InfrastructureLearning ResourcesIndustry: Healthcare

Deployment Context

Self-hostedOn-premiseCloud

Industries

HealthcareMedical DiagnosticsPharmaceutical ResearchAcademic Research

Modalities

ImageMedical Imaging

Skill Areas

Computer VisionConvolutional Neural NetworksMedical Image AnalysisDeep Learning for PathologyWhole Slide Image ProcessingTransfer LearningMulti-Instance LearningAttention MechanismsModel InterpretabilityFeature Extraction

tag

Deep LearningDockerEvalsForkedGPU / CUDAHealthcare AIMLOpsPyTorchPythonReal-Time / StreamingResearch / PapersTensorFlowTutorial

Use Cases

Cancer Detection and ClassificationHistopathological AnalysisBiomarker DiscoveryPathology ResearchMedical Image ClassificationTissue SegmentationDisease Prognosis Prediction

Recent Activity

Updated 6 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
high
Maturity
production

Categories

Evals & BenchmarkingPrimaryInference & ServingMLOps & InfrastructureLearning ResourcesIndustry: HealthcareModel TrainingML Platform & InfrastructureHealthcare & BiologySearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityData & Evaluation

Languages

Python100.0%

Timeline

Project created
Sep 13, 2019
Forked
Mar 23, 2026
Your last push
6 months ago
Upstream last push
27 days ago
Tracked since
Nov 13, 2025

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