Ventricular Fibrillation and Tachycardia detection from surface ECG using time-frequency representation images as input dataset for machine learning.
Azeddine MjahadAlfredo Rosado MuñozManuel Bataller-MompeánJosé V. FrancésJuan Guerrero-MartínezPublished in: Comput. Methods Programs Biomed. (2017)
Keyphrases
- machine learning
- three dimensional
- image analysis
- input image
- image database
- image data
- image set
- detection rate
- heart rate variability
- surface representation
- image collections
- image representation
- image registration
- image features
- image classification
- object detectors
- edge detection
- frequency domain
- image retrieval
- object recognition
- geometric structure
- input data
- frequency analysis
- test images
- fully automatic
- mit bih arrhythmia database
- geometric models
- spatial location
- object shape
- bounding box
- detection algorithm
- image segmentation