Transfer Learning for Alzheimer's Disease through Neuroimaging Biomarkers: A Systematic Review.
Deevyankar AgarwalGonçalo MarquesIsabel de la Torre DíezManuel A. Franco MartínBegoña García ZapirainFrancisco Martín-RodríguezPublished in: Sensors (2021)
Keyphrases
- transfer learning
- systematic review
- disease progression
- empirical studies
- early diagnosis
- cross sectional
- breast cancer
- learning tasks
- clinical trials
- computer aided diagnosis
- labeled data
- prostate cancer
- knowledge transfer
- text classification
- cross domain
- machine learning
- active learning
- mild cognitive impairment
- magnetic resonance images
- semi supervised learning
- transfer knowledge
- reinforcement learning
- candidate genes
- text categorization
- collaborative filtering
- ad patients
- learning algorithm
- unlabeled data
- domain adaptation
- machine learning algorithms
- semi supervised
- manifold alignment
- prior knowledge
- data sets
- gene sets
- target domain
- cross domain learning