Research Publications and Outputs: Recent submissions
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Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation
Published 2016-09-23Brain tumors vary considerably in size, morphology, and location across patients, thus pose great challenge in automated brain tumor segmentation methods. Inspired by the concept of clique in graph theory, we present a ...Open AccessConference paper -
Prostate segmentation in MR images using ensemble deep convolutional neural networks
Published 2017-06-19The automated segmentation of the prostate gland from MR images is increasingly used for clinical diagnosis. Since deep learning demonstrates superior performance in computer vision applications, we propose a coarse-to-fine ...Open AccessConference paper -
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