Library/slideflow
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slideflow/slideflow

slideflow

Powerful, open-source AI tools for digital pathology.

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slideflow

slideflow

slideflow • individual

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358

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Forks

64

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0/100

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Created

Sep 13, 2019

Project creation date

README Summary

Slideflow is a comprehensive Python library designed for deep learning applications in digital pathology and histology. It provides end-to-end tools for processing whole slide images, training neural networks, and analyzing pathological data with support for multiple deep learning frameworks. The platform offers features like slide processing, model training, uncertainty quantification, and interactive visualization tools for researchers and clinicians.

AI Dev Skills

Unmapped

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

Tags

Computer VisionConvolutional Neural NetworksMedical Image AnalysisDeep Learning for PathologyWhole Slide Image ProcessingTransfer LearningMulti-Instance LearningAttention MechanismsModel InterpretabilityFeature ExtractionCloudOn-premiseAI in HealthcareFoundation Models for Medical ImagingSelf-hostedMedical ImagingHealthcareTissue SegmentationMedical Image ClassificationAcademic ResearchPharmaceutical ResearchBiomarker DiscoveryImageMedical DiagnosticsCancer Detection and ClassificationExplainable AIPathology ResearchHistopathological AnalysisDisease Prognosis PredictionPython

Taxonomy

Recent Activity

Updated 5 months ago

7 Days

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

Search & KnowledgePrimaryOther AI / MLLearning ResourcesIndustry: HealthcareSafety & AlignmentCoding & Dev ToolsHealthcare & BiologyComputer Vision

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

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

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