Characterization of coronary plaque regions in intravascular ultrasound images using a hybrid ensemble classifier

Hwang Yoo Na; Lee Ju Hwan; Kim Ga Young; Shin Eun Seok; Kim Sung Min

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Characterization of coronary plaque regions in intravascular ultrasound images using a hybrid ensemble classifier

机译：用混合合奏分类器表征血管内超声图像冠状动脉斑块区域

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摘要

Background and objectives: The purpose of this study was to propose a hybrid ensemble classifier to characterize coronary plaque regions in intravascular ultrasound (IVUS) images.

机译：背景和目标：本研究的目的是提出混合合奏分类器，以表征血管内超声（IVUS）图像中的冠状动脉斑块。

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《Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice》 |2018年第2018期|共10页
作者
Hwang Yoo Na; Lee Ju Hwan; Kim Ga Young; Shin Eun Seok; Kim Sung Min;
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作者单位

Dongguk Univ Dept Med Biotechnol Bio Medi Campus 32 Dongguk Ro Goyang Si 10326 Gyeonggi Do;

Dongguk Univ Seoul Dept Med Devices Ind 26 Pil Dong 3 Ga Seoul 04620 South Korea;

Dongguk Univ Dept Med Biotechnol Bio Medi Campus 32 Dongguk Ro Goyang Si 10326 Gyeonggi Do;

Univ Ulsan Coll Med Ulsan Univ Hosp Dept Cardiol 877 Bangeojinsunhwando Ro Ulsan 44033 South;

Dongguk Univ Dept Med Biotechnol Bio Medi Campus 32 Dongguk Ro Goyang Si 10326 Gyeonggi Do;

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原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
Intravascular ultrasound; Plaque characterization; Genetic algorithm; Ensemble classifier;

机译：血管内超声;斑块表征;遗传算法;合奏分类器;

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1. Characterization of coronary plaque regions in intravascular ultrasound images using a hybrid ensemble classifier [J] . Hwang Yoo Na, Lee Ju Hwan, Kim Ga Young, Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice . 2018,第期

机译：用混合合奏分类器表征血管内超声图像冠状动脉斑块区域
2. Performance Analysis of Contourlet Features with SVM Classifier for the Characterization of Atheromatous Plaque in Intravascular Ultrasound Images [J] . Selvathi D, Emimal N International Journal of Engineering Research and Applications . 2014,第3期

机译：SVM分类器Contourlet特征在血管内超声图像中表征斑块的性能分析
3. Automated Characterization of Atheromatous Plaque in Intravascular Ultrasound Images Using Neuro Fuzzy Classifier [J] . D.Selvathi, N.Emimal, Henry Selvaraj Kwartalnik Elektroniki i Telekomunikacji . 2012,第4期

机译：使用神经模糊分类器自动表征血管内超声图像中的动脉粥样硬化斑块
4. Performance of Coronary Plaque Feature Extraction and Identification of Plaque Severity for Intravascular Ultrasound B-Mode Images [C] . C. Mahadevi, S. Sivakumar International Conference on Mining Intelligence and Knowledge Exploration . 2019

机译：冠状动脉斑块特征提取的性能提取和识别血管外超声B模式图像的斑块严重程度
5. Assessment of coronary plaque volume using three-dimensional intravascular ultrasound. [D] . Klingensmith, Jon David. 2003

机译：使用三维血管内超声评估冠状动脉斑块量。
6. A novel intensity-based multi-level classification approach for coronary plaque characterization in intravascular ultrasound images [O] . Ga Young Kim, Ju Hwan Lee, Yoo Na Hwang, 2018

机译：一种新颖的基于强度的多级分类方法用于血管内超声图像中的冠状动脉斑块表征
7. Characterization of Hyperintense Plaque With Noncontrast T1-Weighted Cardiac Magnetic Resonance Coronary Plaque Imaging Comparison With Multislice Computed Tomography and Intravascular Ultrasound [O] . Kawasaki Tomohiro, Koga Shoichi, Koga Nobuhiko, 2009

机译：非对比T1加权心脏磁共振冠状动脉斑块成像与多层计算机断层扫描和血管内超声的比较

Characterization of coronary plaque regions in intravascular ultrasound images using a hybrid ensemble classifier

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