Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography.
Oumaima HamilaSheela RamannaChristopher J. HenrySerkan KiranyazRidha HamilaRashid MazharTahir HamidPublished in: Multim. Tools Appl. (2022)
Keyphrases
- fully automated
- video segmentation
- myocardial infarction
- convolutional neural networks
- shot boundary detection
- fully automatic
- cut detection
- video sequences
- video frames
- manual segmentation
- left ventricular
- detection algorithm
- video analysis
- left ventricle
- segmentation method
- object detection
- magnetic resonance images
- convolutional network
- event detection
- image analysis