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Automatic left ventricle segmentation in short-axis MRI using deep convolutional neural networks and central-line guided level set approach

Lipeng Xie, Yi Song, Qiang Chen

2020Computers in Biology and Medicine25 citationsDOI

Topics & Concepts

SegmentationConvolutional neural networkArtificial intelligenceComputer scienceLevel set (data structures)Pattern recognition (psychology)InitializationMetric (unit)VentricleComputer visionProcess (computing)Magnetic resonance imagingDeep learningLevel set methodEndocardiumImage segmentationMedicineRadiologyCardiologyEconomicsOperations managementProgramming languageOperating systemMedical Image Segmentation TechniquesRadiomics and Machine Learning in Medical ImagingAdvanced Neural Network Applications
Automatic left ventricle segmentation in short-axis MRI using deep convolutional neural networks and central-line guided level set approach | Litcius