Voice based classification of patients with Amyotrophic Lateral Sclerosis, Parkinson's Disease and Healthy Controls with CNN-LSTM using transfer learning.
Jhansi MallelaAravind IllaSuhas B. N.Sathvik UdupaYamini BelurAtchayaram NaliniRavi YadavPradeep ReddyDipanjan GopePrasanta Kumar GhoshPublished in: ICASSP (2020)
Keyphrases
- amyotrophic lateral sclerosis
- transfer learning
- healthy controls
- text classification
- machine learning
- classification accuracy
- machine learning algorithms
- pattern recognition
- decision trees
- fold cross validation
- labeled data
- functional magnetic resonance imaging
- white matter
- supervised learning
- cross domain
- feature selection
- reinforcement learning
- support vector machine svm
- feature vectors
- support vector machine
- image classification
- feature space
- mild cognitive impairment
- svm classifier
- class labels
- text categorization
- semi supervised learning
- support vector
- neural network
- text mining
- unlabeled data
- pattern classification
- target domain
- feature extraction
- collaborative filtering
- high degree of accuracy
- semi supervised
- learning algorithm
- image processing