Insight into an unsupervised two-step sparse transfer learning algorithm for speech diagnosis of Parkinson's disease.
Yongming LiXinyue ZhangPin WangXiaoheng ZhangYuchuan LiuPublished in: Neural Comput. Appl. (2021)
Keyphrases
- learning algorithm
- disease diagnosis
- supervised learning
- semi supervised
- diagnostic process
- transfer learning
- machine learning
- early diagnosis
- diagnostic tool
- speech recognition
- active learning
- unsupervised learning
- unlabeled data
- medical doctors
- cardiovascular disease
- reinforcement learning
- training data
- learning tasks
- clinically relevant
- high dimensional
- spoken language
- sparse data
- learning scheme
- model based diagnosis
- fault diagnosis
- speech signal
- medical diagnosis
- back propagation
- semi supervised learning
- learning process
- learning problems
- text to speech
- training examples
- post processing
- labeled data
- artificial neural networks
- optic nerve