Browsing by author "Lu, Shen"
Early identification of Alzheimer's disease using positron emission tomography imaging and machine learning Lu, ShenPublished 2020Dementia is a chronic neurodegenerative disease impacting millions of elderlies globally every single day. There are several well-known forms of dementia. Alzheimer’s Disease (AD) is the most prevalent and deadly with no ...USyd AccessThesis
Early identification of mild cognitive impairment using incomplete random forest-robust support vector machine and FDG-PET imaging Lu, Shen; Xia, Yong; Cai, Weidong; Fulham, Michael; Feng, Dagan; ADNIPublished 2017-02-07Alzheimer’s disease (AD) is the most common type of dementia and will be an increasing health problem in society as the population ages. Mild cognitive impairment (MCI) is considered to be a prodromal stage of AD. The ...Open AccessArticle
Semi-supervised manifold learning with affinity regularization for Alzheimer's disease identification using positron emission tomography imaging Lu, Shen; Xia, Yong; Cai, Weidong; Feng, DaganPublished 2015-11-05Dementia, Alzheimer's disease (AD) in particular is a global problem and big threat to the aging population. An image based computer-aided dementia diagnosis method is needed to providing doctors help during medical image ...Open AccessConference paper