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Convolution Neural Networks and Support Vector Machines for Automatic Segmentation of Intracoronary Optical Coherence Tomography

Caining Zhang1, Huaguang Li2, Xiaoya Guo3, David Molony4, Xiaopeng Guo2, Habib Samady4, Don P. Giddens4,5, Lambros Athanasiou6, Rencan Nie2,*, Jinde Cao3,*, Dalin Tang1,*,7

School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, China.
School of Information Science & Engineering, Yunnan University, Kunming, 650091, China.
School of Mathematics, Southeast University, Nanjing, 210096, China.
Department of Medicine, Emory University School of Medicine, Atlanta, GA, 30307, USA.
The Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, 30332 USA.
Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139 USA.
Mathematical Sciences Department, Worcester Polytechnic Institute, Worcester, MA 01609 USA.
Corresponding Authors: Dalin Tang, Southeast University, China. Email: dtang@wpi.edu; Rencan Nei. Email: rcnie@ynu.edu.cn; Jinde Cao. Email: jdcao@seu.edu.cn.


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