Deep neural networks for ECG-free cardiac phase and end-diastolic frame detection on coronary angiographies.
Costin Florian CiusdelAlexandru TurceaAndrei PuiuLucian Mihai ItuLucian CalmacEmma WeissCornelia MargineanuElisabeta BadilaMartin BergerThomas RedelTiziano PasseriniMehmet Akif GülsünPuneet SharmaPublished in: Comput. Medical Imaging Graph. (2020)
Keyphrases
- neural network
- left ventricle
- cardiac cycle
- cardiac mri
- coronary artery
- ecg signals
- object detection
- patient specific
- pattern recognition
- computed tomography angiography
- mit bih arrhythmia database
- left ventricular
- cardiac motion
- artificial neural networks
- detection algorithm
- cardiac arrhythmias
- acute myocardial infarction
- image sequences
- heart rate variability
- motion artifacts
- monitoring system
- coronary artery disease
- myocardial perfusion
- wall thickness
- beat classification
- short axis
- fully automatic
- video sequences