Measuring Alterations of Spontaneous EEG Neural Coupling in Alzheimer's Disease and Mild Cognitive Impairment by Means of Cross-Entropy Metrics.
Saúl J. Ruiz-GómezCarlos GómezJesús PozaMario Martínez-ZarzuelaMiguel Ángel Tola-ArribasMónica CanoRoberto HorneroPublished in: Frontiers Neuroinformatics (2018)
Keyphrases
- cross entropy
- mild cognitive impairment
- high degree of accuracy
- evaluation metrics
- early diagnosis
- eeg data
- brain images
- functional connectivity
- log likelihood
- ad patients
- brain connectivity
- clinical trials
- maximum likelihood
- computer aided diagnosis
- healthy subjects
- neural network
- eeg signals
- brain computer interface
- network architecture
- error function
- language modeling
- precision and recall
- blind source separation
- independent component analysis
- signal processing
- medical images
- machine learning