Detection of Alzheimer's Dementia by Using Signal Decomposition and Machine Learning Methods.
Ozlem Karabiber CuraAydin AkanGülce Cosku YilmazHatice Sabiha TürePublished in: Int. J. Neural Syst. (2022)
Keyphrases
- machine learning methods
- machine learning
- signal detection
- machine learning algorithms
- detection algorithm
- machine learning approaches
- detection accuracy
- object detection
- ensemble methods
- false positives
- signal processing
- false alarms
- matched filter
- anomaly detection
- learned knowledge
- wavelet packet
- healthy subjects
- automatic detection
- real world
- detection method
- detection rate
- target detection
- sar images
- high frequency
- frequency domain
- noisy environments
- decomposition method
- low signal to noise ratio
- non stationary
- reinforcement learning
- learning algorithm
- weak signal