Library/torchxrayvision
Library/torchxrayvisionForked

mlmed/torchxrayvision

torchxrayvision

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

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mlmed

mlmed

mlmed • individual

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1,132

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246

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Created

Mar 4, 2020

Project creation date

README Summary

TorchXRayVision is a comprehensive PyTorch library that provides access to multiple chest X-ray datasets and pre-trained models for medical imaging analysis. The library includes functionality for classification, segmentation, and autoencoder models specifically designed for chest X-ray interpretation. It aims to standardize and simplify the use of chest X-ray data and models for research and clinical applications.

AI Dev Skills

Unmapped

Medical Image AnalysisConvolutional Neural NetworksImage ClassificationImage SegmentationAutoencoder ArchitectureTransfer LearningPyTorch Deep LearningComputer VisionMedical AIDataset Preprocessing

Tags

Medical Image AnalysisConvolutional Neural NetworksImage ClassificationImage SegmentationAutoencoder ArchitectureTransfer LearningPyTorch Deep LearningComputer VisionMedical AIDataset PreprocessingImageMedical Imaging ResearchOn-premiseSelf-hostedChest X-ray Disease ClassificationMedical Image Feature ExtractionRadiologyClinical Decision SupportRadiological Abnormality DetectionCloud APIMedical TechnologyHealthcareLung SegmentationJupyter Notebook

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Recent Activity

Updated 6 months ago

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Quality

research
Quality
medium
Maturity
research

Categories

Model TrainingPrimaryComputer VisionData Science & AnalyticsHealthcare & BiologySearch & KnowledgeOther AI / MLMLOps & InfrastructureLearning ResourcesIndustry: Healthcare

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Jupyter Notebook100.0%

Timeline

Project created
Mar 4, 2020
Forked
Mar 23, 2026
Your last push
6 months ago
Upstream last push
6 months ago
Tracked since
Sep 18, 2025

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