Longitudinal assessment of carotid plaque texture in three-dimensional ultrasound images based on semi-supervised graph-based dimensionality reduction and feature selection.

Lin, Mingquan; Cui, He; Chen, Weifu; van Engelen, Arna; de Bruijne, Marleen; Azarpazhooh, M Reza; Sohrevardi, Seyed Mojtaba; Spence, J David; Chiu, Bernard

Lin, Mingquan; Cui, He; Chen, Weifu; van Engelen, Arna; de Bruijne, Marleen; Azarpazhooh, M Reza; Sohrevardi, Seyed Mojtaba; Spence, J David; Chiu, Bernard.

Afiliación

Lin M; Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China.
Cui H; Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China.
Chen W; School of Mathematics, Sun Yat-sen University, Guangzhou, China; Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China.
van Engelen A; Biomedical Imaging Group Rotterdam, Departments of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands.
de Bruijne M; Biomedical Imaging Group Rotterdam, Departments of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands; Machine Learning Section, Department of Computer Science, University of Copenhagen, Denmark.
Azarpazhooh MR; Stroke Prevention & Atherosclerosis Research Centre, Robarts Research Institute, London, Ontario, Canada.
Sohrevardi SM; Stroke Prevention & Atherosclerosis Research Centre, Robarts Research Institute, London, Ontario, Canada; Pharmaceutical Sciences Research Center, Faculty of Pharmacy, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.
Spence JD; Stroke Prevention & Atherosclerosis Research Centre, Robarts Research Institute, London, Ontario, Canada.
Chiu B; Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China. Electronic address: bcychiu@cityu.edu.hk.

Comput Biol Med ; 116: 103586, 2020 01.

Article en En | MEDLINE | ID: mdl-32425160

Asunto(s)

Aterosclerosis; Placa Aterosclerótica; Arterias Carótidas/diagnóstico por imagen; Humanos; Imagenología Tridimensional; Placa Aterosclerótica/diagnóstico por imagen; Ultrasonografía

Palabras clave

3D ultrasound imaging; Carotid atherosclerosis; Discriminative feature selection (DFS); Plaque texture; Pomegranate therapy; Semi-supervised graph-based regression (SSGBR)

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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Aterosclerosis / Placa Aterosclerótica Límite: Humans Idioma: En Revista: Comput Biol Med Año: 2020 Tipo del documento: Article País de afiliación: China

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