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Semi-supervised learning for automatic segmentation of the knee from MRI with convolutional neural networks

William Burton, Casey A. Myers, Paul J. Rullkoetter

2020Computer Methods and Programs in Biomedicine45 citationsDOI

Topics & Concepts

Artificial intelligenceComputer scienceConvolutional neural networkSegmentationPattern recognition (psychology)Sørensen–Dice coefficientGround truthImage segmentationArtificial neural networkInferenceSimilarity (geometry)Deep learningMachine learningImage (mathematics)Artificial Intelligence in Healthcare and EducationTotal Knee Arthroplasty OutcomesMuscle activation and electromyography studies
Semi-supervised learning for automatic segmentation of the knee from MRI with convolutional neural networks | Litcius