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Clustering is increasingly important for multiview data analytics and current algorithms are either based on the collaborative learning of local partitions or directly derived global clustering from multikernel learning. ...

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A Combinatorial Bayesian and Dirichlet Model for Prostate MR Image Segmentation Using Probabilistic Image Features

Li, Ang; Li, Changyang; Wang, Xiuying; Eberl, Stefan; Feng, Dagan; Fulham, Michael

Published 2016-07-27

Blurred boundaries and heterogeneous intensities make accurate prostate MR image segmentation problematic. To improve prostate MR image segmentation we suggest an approach that includes: (a) an image patch division method ...

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A new statistical and Dirichlet integral framework applied to liver segmentation from volumetric CT images

Li, Changyang; Li, Ang; Wang, Xiuying; Feng, Dagan; Eberl, Stefan; Fulham, Michael

Published 2015-03-23

Accurate liver segmentation from computed tomography (CT) images is problematic due to non-uniform density, weak boundaries and because there may be multiple liver tumors that have heterogeneous intensities in region(s) ...

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3D Segmentation of Residual Thyroid Tissue Using Constrained Region Growing and Voting Strategies

Bao, Guoqing; Zheng, Chaojie; Li, Panli; Cui, Hui; Wang, Xiuying; Song, Shaoli; Huang, Gang; Feng, Dagan

Published 2017-12-21

The measurement of residual thyroid tissue after thyroidectomy is crucial for the precise quantification of thyroid cancer treatment. Accurate residual thyroid tissue segmentation from CT images is challenging due to the ...

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Automatic Prostate Segmentation on MR Images with Deep Network and Graph Model

Ke, Yan; Li, Changyang; Wang, Xiuying; Li, Ang; Yuan, Yuchen; Feng, Dagan; Khadra, Mohamed; Kim, Jinman

Published 2016-01-01

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Conference paper

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Computational delineation and quantitative heterogeneity analysis of lung tumor on 18F-FDG PET for radiation dose-escalation

Wang, Xiuying; Cui, Hui; Gong, Guanzhong; Fu, Zheng; Zhou, Jianlong; Gu, Jiabing; Yin, Yong; Feng, Dagan

Published 2018-07-13

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