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A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images

Hisham Abdeltawab, Fahmi Khalifa, Fatma Taher, Norah Saleh Alghamdi, Mohammed Ghazal, Garth M. Beache, Tamer Mohamed, Robert Keynton, Ayman El‐Baz

2020Computerized Medical Imaging and Graphics85 citationsDOIOpen Access PDF

Topics & Concepts

SegmentationArtificial intelligenceDeep learningComputer scienceConvolutional neural networkVentricleImage segmentationPattern recognition (psychology)Artificial neural networkBottleneckComputer visionMedicineCardiologyEmbedded systemCardiac Valve Diseases and TreatmentsAdvanced Neural Network ApplicationsRadiomics and Machine Learning in Medical Imaging
A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images | Litcius