A Novel Method of Detecting Vulnerable Coronary Plaques in OCT Images with Deep Learning

被引:0
|
作者
Deng, Yangyang [1 ,2 ]
Liu, Sijie [2 ]
Shi, Peiwen [2 ]
Xin, Jingmin [2 ]
Zheng, Nanning [2 ]
Wu, Yue [1 ]
Yuan, Zuyi [1 ]
机构
[1] Xi An Jiao Tong Univ, Affiliated Hosp 1, Xian, Shaanxi, Peoples R China
[2] Xi An Jiao Tong Univ, Inst Artificial Intelligence & Robot, Xian, Shaanxi, Peoples R China
关键词
D O I
10.1016/j.jacc.2018.08.500
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
GW29-e0035
引用
收藏
页码:C97 / C97
页数:1
相关论文
共 50 条
  • [1] Artificial Intelligence to Identify Acute Coronary Syndroms: Detection of Vulnerable Coronary Plaques in OCT Images With Deep Learning
    Deng, Yang-Yang
    Liu, Sijie
    Shi, Peiwen
    Xin, Jingmin
    Zheng, Nanning
    Wu, Yue
    Yuan, Zuyi
    CIRCULATION, 2018, 138
  • [2] Detecting vulnerable coronary plaques
    Davies, MJ
    LANCET, 1996, 347 (9013): : 1422 - 1423
  • [3] Thermoelastic displacement measured by DP-OCT for detecting vulnerable plaques
    Kim, Jihoon
    Kang, Hyun Wook
    Oh, Junghwan
    Milner, Thomas E.
    BIOMEDICAL OPTICS EXPRESS, 2014, 5 (02): : 474 - 484
  • [4] Deep Learning Method to Detect Plaques in IVOCT Images
    Cheimariotis, Grigorios-Aris
    Riga, Maria
    Toutouzas, Konstantinos
    Tousoulis, Dimitris
    Katsaggelos, Aggelos
    Maglaveras, Nikolaos
    FUTURE TRENDS IN BIOMEDICAL AND HEALTH INFORMATICS AND CYBERSECURITY IN MEDICAL DEVICES, ICBHI 2019, 2020, 74 : 389 - 395
  • [5] Analysis of Atherosclerotic Plaques Using OCT Images Based on Deep Learning: A Comprehensive Review
    Xue, Hao
    Hamed, Haza Nuzly Bin Abdull
    Isyaku, Babangida
    Su, Qichen
    Xin, Dai
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2024, 18 (11): : 3256 - 3277
  • [6] Cascade Faster R-CNN Detection for Vulnerable Plaques in OCT Images
    Sun, Chao-Yu
    Hong, Xiao-Jian
    Shi, Shuai
    Shen, Zhi-Yuan
    Zhang, Hui-Di
    Zhou, Lin-Xiao
    IEEE ACCESS, 2021, 9 : 24697 - 24704
  • [7] A Novel Deep Learning Method for Detecting Strawberry Fruit
    Shen, Shuo
    Duan, Famin
    Tian, Zhiwei
    Han, Chunxiao
    APPLIED SCIENCES-BASEL, 2024, 14 (10):
  • [8] Detection and treatment of vulnerable plaques and vulnerable patients - Novel approaches to prevention of coronary events
    Waxman, Sergio
    Ishibashi, Fumiyuki
    Muller, James E.
    CIRCULATION, 2006, 114 (22) : 2390 - 2411
  • [9] Coronary calcification segmentation in intravascular OCT images using deep learning: application to calcification scoring
    Gharaibeh, Yazan
    Prabhu, David
    Kolluru, Chaitanya
    Lee, Juhwan
    Zimin, Vladislav
    Bezerra, Hiram
    Wilson, David
    JOURNAL OF MEDICAL IMAGING, 2019, 6 (04)
  • [10] A novel deep learning technique for analysis and detection of ARMD using OCT scan images
    Reddy, P. V. G. D. Prasad
    INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2021, 25 (03) : 335 - 342