Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease.
Míriam LópezJavier RamírezJuan Manuel GórrizIgnacio ÁlvarezDiego Salas-GonzalezFermín SegoviaRosa ChavesPablo PadillaManuel Gómez-RíoPublished in: Neurocomputing (2011)
Keyphrases
- early detection
- classification schemes
- early diagnosis
- principal component analysis
- classification scheme
- ovarian cancer
- breast cancer
- disease diagnosis
- diabetic retinopathy
- dimensionality reduction
- supervised learning
- semi supervised
- lung cancer
- skin cancer
- automatic diagnosis
- feature space
- biomarker discovery
- databases
- learning algorithm
- unsupervised learning
- computer aided diagnosis
- feature extraction
- face recognition
- liver disease
- supervised learning algorithms
- skin lesion
- feature selection
- machine learning
- computer aided
- text categorization
- image processing
- database