Faculty of Engineering: Recent submissions
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Subject-centered multi-view feature fusion for neuroimaging retrieval and classification
Published 2015-12-10Multi-View neuroimaging retrieval and classification play an important role in computer-aided-diagnosis of brain disorders, as multi-view features could provide more insights of the disease pathology and potentially lead ...Open AccessConference paper -
Rivulet: 3D Neuron Morphology Tracing with Iterative Back-Tracking
Published 2016-10-01The digital reconstruction of single neurons from 3D confocal microscopic images is an important tool for understanding the neuron morphology and function. However the accurate automatic neuron reconstruction remains a ...Open AccessArticle -
Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease
Published 2014-11-20The accurate diagnosis of Alzheimer's disease (AD) is essential for patient care and will be increasingly important as disease modifying agents become available, early in the course of the disease. Although studies have ...Open AccessArticle -
Multi-Phase Feature Representation Learning for Neurodegenerative Disease Diagnosis
Published 2015-01-01Feature learning with high dimensional neuroimaging features has been explored for the applications on neurodegenerative diseases. Low-dimensional biomarkers, such as mental status test scores and cerebrospinal fluid level, ...Open AccessConference paper -
Semi-supervised manifold learning with affinity regularization for Alzheimer's disease identification using positron emission tomography imaging
Published 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