Diagnosis of Alzheimer's disease and Mild Cognitive Impairment using EEG and Recurrent Neural Networks.
Georgios GkeniosKonstantina LatsiouKonstantinos DiamantarasIoanna ChouvardaMagda TsolakiPublished in: EMBC (2022)
Keyphrases
- recurrent neural networks
- early diagnosis
- mild cognitive impairment
- ad patients
- computer aided diagnosis
- computer aided
- early stage
- eeg data
- neural network
- high degree of accuracy
- feed forward
- early detection
- brain images
- recurrent networks
- neurological disorders
- normal controls
- echo state networks
- healthy subjects
- brain connectivity
- medical images
- reservoir computing
- cardiovascular disease
- healthy controls
- infectious disease
- eeg signals
- medical imaging
- image analysis
- artificial neural networks
- nonlinear dynamic systems
- decision making
- skin lesion
- prostate cancer
- brain activity
- clinical trials
- brain computer interface
- medical diagnosis
- signal processing
- active learning