Identifying Neuroimaging and Proteomic Biomarkers for MCI and AD via the Elastic Net.
Li ShenSungeun KimYuan (Alan) QiMark InlowShanker SwaminathanKwangsik NhoJing WanShannon L. RisacherLeslie M. ShawJohn Q. TrojanowskiMichael W. WeinerAndrew J. SaykinPublished in: MBIA (2011)
Keyphrases
- ad patients
- elastic net
- mild cognitive impairment
- mri data
- high degree of accuracy
- cortical thickness
- clinical trials
- topology preserving
- sparse learning
- brain images
- early detection
- linear support vector machines
- high throughput
- medical images
- early diagnosis
- machine learning
- magnetic resonance images
- logistic regression
- ovarian cancer
- learning algorithm