Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography
Oumaima Hamila, Sheela Ramanna, Christopher J. Henry, Serkan Kıranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid
Topics & Concepts
Convolutional neural networkComputer scienceSegmentationArtificial intelligencePreprocessorPipeline (software)Myocardial infarctionVentricleComputer visionPattern recognition (psychology)CardiologyMedicineProgramming languageCardiac Valve Diseases and TreatmentsCardiac Structural Anomalies and RepairCardiovascular Function and Risk Factors