A hybrid manifold learning algorithm for the diagnosis and prognostication of Alzheimer's disease.
Peng DaiFemida Gwadry-SridharMichael BauerMichael BorriePublished in: AMIA (2015)
Keyphrases
- early diagnosis
- manifold learning algorithm
- disease diagnosis
- manifold learning
- clinically relevant
- diagnostic process
- medical doctors
- computer aided
- computer aided diagnosis
- optic nerve
- low dimensional
- cardiovascular disease
- diagnostic tool
- healthy subjects
- model based diagnosis
- dimensionality reduction
- dimension reduction
- machine learning
- data mining
- signal processing
- pairwise
- pattern recognition
- support vector
- similarity measure