Research Publications and Outputs: Recent submissions
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Robust saliency detection via regularized random walks ranking
Published 2015-10-15In the field of saliency detection, many graph-based algorithms heavily depend on the accuracy of the pre-processed superpixel segmentation, which leads to significant sacrifice of detail information from the input image. ...Open AccessConference paper -
Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes?
Published 2015-07-23Current medical content-based retrieval (MCBR) systems for neuroimaging data mainly focus on retrieving the cross-sectional neuroimaging data with similar regional or global measurements. The longitudinal pathological ...Open AccessConference paper -
Early identification of mild cognitive impairment using incomplete random forest-robust support vector machine and FDG-PET imaging
Published 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 -
Multimodal neuroimaging computing: the workflows, methods, and platforms
Published 2015-09-04The last two decades have witnessed the explosive growth in the development and use of noninvasive neuroimaging technologies that advance the research on human brain under normal and pathological conditions. Multimodal ...Open AccessArticle -
Cross-View Neuroimage Pattern Analysis in Alzheimer's Disease Staging
Published 2016-02-23The research on staging of pre-symptomatic and prodromal phase of neurological disorders, e.g., Alzheimer's disease (AD), is essential for prevention of dementia. New strategies for AD staging with a focus on early detection, ...Open AccessArticle