Ensemble Transfer Learning for Distinguishing Cognitively Normal and Mild Cognitive Impairment Patients Using MRI.
Pratham GroverKunal ChaturvediXing ZiAmit SaxenaShiv PrakashTony JanMukesh PrasadPublished in: Algorithms (2023)
Keyphrases
- transfer learning
- normal controls
- mr imaging
- mild cognitive impairment
- neurological disorders
- high degree of accuracy
- brain images
- healthy controls
- mri data
- ad patients
- medical images
- magnetic resonance imaging
- mr images
- learning algorithm
- magnetic resonance
- reinforcement learning
- magnetic resonance images
- labeled data
- clinical trials
- active learning
- text categorization
- transfer knowledge
- machine learning
- cross domain
- machine learning algorithms
- semi supervised learning
- white matter
- collaborative filtering
- training data
- brain connectivity
- feature selection
- text classification
- early diagnosis
- training set
- text mining
- unlabeled data
- medical imaging
- image processing
- brain tissue
- early detection
- cortical thickness
- high resolution
- supervised learning