A unified signal processing and machine learning method for detection of abnormal heart beats using Electrocardiogram.
Abed Al-Raoof BsoulKevin WardKayvan NajarianSoo-Yeon JiPublished in: BIBM Workshops (2010)
Keyphrases
- image processing
- signal processing
- pattern recognition
- edge detection
- detection method
- computer vision
- machine learning
- similarity measure
- synthetic data
- preprocessing
- learning algorithm
- machine learning methods
- high precision
- detection algorithm
- dynamic programming
- high accuracy
- feature set
- medical images
- false positive rate
- significant improvement
- statistical methods
- fully automatic
- signal analysis
- probabilistic model
- fourier transform
- feature selection
- reinforcement learning
- objective function
- computational complexity
- support vector machine svm
- text classification
- cost function