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Browsing by author "Liu, Sidong"

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    • A Bag of Semantic Words Model for Medical Content-based Retrieval 

      Liu, Sidong; Cai, Weidong; Song, Yang; Pujol, Sonia; Kikinis, Ron; Feng, Dagan
      Published 2013-09-26
      Open Access
      Conference paper
      View
    • Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation 

      Liu, Sidong; Song, Yang; Zhang, Fan; Feng, Dagan; Fulham, Michael; Cai, Weidong
      Published 2016-09-23
      Brain 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 Access
      Conference paper
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    • Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image 

      Liu, Siqi; Hadi, Nur; Liu, Sidong; Pujol, Sonia; Kikinis, Ron; Zhang, Fan; Feng, Dagan; Cai, Weidong
      Published 2015-12-19
      The content-based retrieval of diffusion magnetic resonance (dMR) imaging data would enable a wide range of analyses on large databases with dMR images.This paper proposes a content-based retrieval framework for dMR images ...
      Open Access
      Conference paper
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    • Cross-View Neuroimage Pattern Analysis in Alzheimer's Disease Staging 

      Liu, Sidong; Cai, Weidong; Pujol, Sonia; Kikinis, Ron; Feng, Dagan; ADNI
      Published 2016-02-23
      The 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 Access
      Article
      View
    • Feature learning with component selective encoding for histopathology image classification 

      Song, Yang; Chang, Hang; Gao, Yang; Liu, Sidong; Yao, Junen; Cai, Weidong
      Published 2018-05-24
      Open Access
      Conference paper
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    • Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes? 

      Liu, Siqi; Liu, Sidong; Zhang, Fan; Cai, Weidong; Pujol, Sonia; Kikinis, Ron; Feng, Dagan
      Published 2015-07-23
      Current 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 Access
      Conference paper
      View
    • Multi-Phase Feature Representation Learning for Neurodegenerative Disease Diagnosis 

      Liu, Siqi; Liu, Sidong; Cai, Weidong; Pujol, Sonia; Kikinis, Ron; Feng, Dagan
      Published 2015-01-01
      Feature 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 Access
      Conference paper
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    • Multimodal Neuroimaging Analysis for Neurodegeneration Characterization 

      Liu, Sidong
      Published 2015-06-30
      Neurodegenerative disorders will be a global burden over the coming decades due to the increasing age of societies. The accurate characterization of neurodegenerative disorders is important for patient care and treatment ...
      USyd Access
      Thesis
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    • Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders 

      Liu, Sidong; Cai, Weidong; Liu, Siqi; Zhang, Fan; Fulham, Michael; Feng, Dagan; Pujol, Sonia; Kikinis, Ron
      Published 2015-08-29
      Multimodal neuroimaging is increasingly used in neuroscience research, as it overcomes the limitations of individual modalities. One of the most important applications of multimodal neuroimaging is the provision of vital ...
      Open Access
      Article
      View
    • Multimodal neuroimaging computing: the workflows, methods, and platforms 

      Liu, Sidong; Cai, Weidong; Liu, Siqi; Zhang, Fan; Fulham, Michael; Feng, Dagan; Pujol, Sonia; Kikinis, Ron
      Published 2015-09-04
      The 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 Access
      Article
      View
    • Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease 

      Liu, Siqi; Liu, Sidong; Cai, Weidong; Che, Hangyu; Pujol, Sonia; Kikinis, Ron; Feng, Dagan; Fulham, Michael J; ADNI
      Published 2014-11-20
      The 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 Access
      Article
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    • Reconstruction of 3D neuron morphology using Rivulet back-tracking 

      Zhang, Donghao; Liu, Siqi; Liu, Sidong; Feng, Dagan; Peng, Hanchuan; Cai, Weidong
      Published 2016-06-16
      The 3D reconstruction of neuronal morphology is a powerful technique for investigating nervous systems. Due to the noises in optical microscopic images, the automated reconstruction of neuronal morphology has been a ...
      Open Access
      Conference paper
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    • Rivulet: 3D Neuron Morphology Tracing with Iterative Back-Tracking 

      Liu, Siqi; Zhang, Donghao; Liu, Sidong; Feng, Dagan; Peng, Hanchuan; Cai, Weidong
      Published 2016-10-01
      The 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 Access
      Article
      View
    • Subject-centered multi-view feature fusion for neuroimaging retrieval and classification 

      Liu, Sidong; Cai, Weidong; Liu, Siqi; Pujol, Sonia; Kikinis, Ron; Feng, Dagan
      Published 2015-12-10
      Multi-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 Access
      Conference paper
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    • Whole Slide Image Classification via Iterative Patch Labelling 

      Zhang, Chaoyi; Song, Yang; Zhang, Donghao; Liu, Sidong; Chen, Mei; Cai, Weidong
      Published 2018-09-06
      Open Access
      Conference paper
      View
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