Diagnosis of Parkinson's Disease Using Convolutional Neural Network-Based Audio Signal Processing on FPGA.
Hamid MajidiniaFarzan KhatibSeyyed Javad Seyyed Mahdavi ChabokHamid Reza KobraviFariborz RezaeitalabPublished in: Circuits Syst. Signal Process. (2024)
Keyphrases
- signal processing
- disease diagnosis
- early diagnosis
- hardware implementation
- diagnostic tool
- diagnostic process
- cardiovascular disease
- clinically relevant
- medical doctors
- image processing
- digital signal processing
- neural network
- pattern recognition
- model based diagnosis
- medical diagnosis
- fourier transform
- fault diagnosis
- signal analysis
- filter bank
- network architecture
- deep learning
- hardware architecture
- real time image processing
- medical practitioners
- low grade
- audio signals
- sparse coding
- computer aided
- computer vision