Oriented grouping-constrained spectral clustering for medical imaging segmentation

Kaijian Xia
Kaijian Xia
Xiaoqing Gu
Xiaoqing Gu

Multimedia Systems, pp. 27-36, 2019.

Cited by: 4|Bibtex|Views9|
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Keywords:
Medical image segmentation Spectral clustering Semi-supervised clustering Constrained information

Abstract:

Original medical images are often inadequate for clinical diagnosis. Certain prior information can be used as an important basis for disease diagnosis and prevention. In this study, an oriented grouping-constrained spectral clustering method, OGCSC, is proposed to deal with medical image segmentation problems. OGCSC propagates the group i...More

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