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Browsing by author "Song, Yang"

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    • 3D Large Kernel Anisotropic Network for Brain Tumor Segmentation 

      Liu, Dongnan; Zhang, Donghao; Song, Yang; Zhang, Fan; O'Donnell, Lauren; Cai, Weidong
      Published 2018-11-18
      Open Access
      Conference paper
      View
    • Adapting fisher vectors for histopathology image classification 

      Song, Yang; Zou, Ju Jia; Chang, Hang; Cai, Weidong
      Published 2017-06-19
      Open Access
      Conference paper
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    • Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation 

      Tareef, Afaf; Song, Yang; Cai, Weidong; Huang, Heng; Chang, Hang; Wang, Yue; Fulham, Michael; Feng, Dagan; Chen, Mei
      Published 2016-10-25
      Automated segmentation of cells from cervical smears poses great challenge to biomedical image analysis because of the noisy and complex background, poor cytoplasmic contrast and the presence of fuzzy and overlapping cells. ...
      Open Access
      Article
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    • Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation 

      Tareef, Afaf; Song, Yang; Cai, Weidong; Huang, Heng; Chang, Hang; Wang, Yue; Fulham, Michael; Feng, Dagan; Chen, Mei
      Published 2016-10-25
      Open Access
      Article
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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
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    • Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors 

      Song, Yang; Cai, Weidong; Huang, Heng; Feng, Dagan; Wang, Yue; Chen, Mei
      Published 2016-11-16
      Open Access
      Article
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    • Bone texture characterization with fisher encoding of local descriptors 

      Song, Yang; Cai, Weidong; Zhang, Fan; Huang, Heng; Zhou, Yun; Feng, Dagan
      Published 2015-07-23
      Open Access
      Conference paper
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    • 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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    • Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images 

      Liu, Dongnan; Zhang, Donghao; Liu, Siqi; Song, Yang; Jia, Haozhe; Feng, Dagan; Xia, Yong; Cai, Weidong
      Published 2018-09-06
      Open Access
      Conference paper
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    • Dual discriminative local coding for tissue aging analysis 

      Song, Yang; Li, Qing; Zhang, Fan; Huang, Heng; Feng, Dagan; Wang, Yue; Chen, Mei; Cai, Weidong
      Published 2017-02-27
      Open Access
      Article
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    • The effect of device resistance and inhalation flow rate on the lung deposition of orally inhaled mannitol dry powder 

      Yang, Michael Y; Verschuer, Jordan; Shi, Yuyu; Song, Yang; Katsifis, Andrew; Eberl, Stefan; Wong, Keith; Brannan, John D; Cai, Weidong; Finlay, Warren H; Chan, Hak-Kim
      Published 2016-01-01
      The present study investigates the effect of DPI resistance and inhalation flow rates on the lung deposition of orally inhaled mannitol dry powder. Mannitol powder radiolabeled with 99mTc-DTPA was inhaled from an Osmohaler™ ...
      Open Access
      Article
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    • 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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    • Fusing subcategory probabilities for texture classification 

      Song, Yang; Cai, Weidong; Li, Qing; Zhang, Fan; Feng, Dagan; Huang, Heng
      Published 2015-10-15
      Open Access
      Conference paper
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    • Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors 

      Song, Yang; Li, Qing; Huang, Heng; Feng, Dagan; Chen, Mei; Cai, Weidong
      Published 2016-09-18
      Open Access
      Conference paper
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    • Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT 

      Xie, Yutong; Xia, Yong; Zhang, Jianpeng; Song, Yang; Feng, Dagan; Fulham, Michael; Cai, Weidong
      Published 2018-10-17
      Open Access
      Article
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    • Large Kernel Refine Fusion Net for Neuron Membrane Segmentation 

      Liu, Dongnan; Zhang, Donghao; Song, Yang; Zhang, Chaoyi; Huang, Heng; Chen, Mei; Cai, Weidong
      Published 2018-12-17
      Open Access
      Conference paper
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    • Large Margin Local Estimate With Applications to Medical Image Classification 

      Song, Yang; Cai, Weidong; Huang, Heng; Zhou, Yun; Feng, Dagan; Wang, Yue; Fulham, Michael; Chen, Mei
      Published 2015-01-19
      Open Access
      Article
      View
    • Locality-constrained Subcluster Representation Ensemble for Lung Image Classification 

      Song, Yang; Cai, Weidong; Huang, Heng; Zhou, Yun; Wang, Yue; Feng, Dagan
      Published 2015-03-24
      Open Access
      Article
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    • Locally-Transferred Fisher Vectors for Texture Classification 

      Song, Yang; Zhang, Fan; Li, Qing; Huang, Heng; O'Donnell, Lauren; Cai, Weidong
      Published 2017-12-25
      Open Access
      Conference paper
      View
    • Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification 

      Song, Yang; Li, Qing; Huang, Heng; Feng, Dagan; Chen, Mei; Cai, Weidong
      Published 2017-03-24
      Open Access
      Article
      View
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