Flexible Locally Weighted Penalized Regression With Applications on Prediction of Alzheimer's Disease Neuroimaging Initiative's Clinical Scores.
Peiyao WangYufeng LiuDinggang ShenPublished in: IEEE Trans. Medical Imaging (2019)
Keyphrases
- locally weighted
- disease progression
- linear regression
- polynomial regression
- regression model
- clinical studies
- least squares
- early diagnosis
- naive bayes
- mild cognitive impairment
- prediction accuracy
- regression problems
- clinical trials
- brain imaging
- multiple models
- cardiovascular disease
- high degree of accuracy
- clinical practice
- model selection
- computer aided diagnosis
- prostate cancer
- clinical data
- brain images
- mr images
- maximum likelihood
- nearest neighbor
- knn
- decision trees
- data mining
- breast cancer
- loss function
- benchmark datasets
- text mining
- classification accuracy