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
来源：
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY | 2018年 / 72卷 / 16期
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
  • [41] Developing a deep learning classifier for uveitis scoring on mouse OCT images
    John, Sarah
    Na, Jessica Jeni
    Swaminathan, Shreya
    Wilson, Leslie
    Wu, Yue
    Pepple, Kathryn
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)
  • [42] Automated Segmentation of Microvessels in Intravascular OCT Images Using Deep Learning
    Lee, Juhwan
    Kim, Justin N. N.
    Gomez-Perez, Lia
    Gharaibeh, Yazan
    Motairek, Issam
    Pereira, Gabriel T. R.
    Zimin, Vladislav N. N.
    Dallan, Luis A. P.
    Hoori, Ammar
    Al-Kindi, Sadeer
    Guagliumi, Giulio
    Bezerra, Hiram G. G.
    Wilson, David L. L.
    BIOENGINEERING-BASEL, 2022, 9 (11):
  • [43] Automated Detection of Epiretinal Membranes in OCT Images Using Deep Learning
    Tang, Yong
    Gao, Xiaorong
    Wang, Weijia
    Dan, Yujiao
    Zhou, Linjing
    Su, Song
    Wu, Jiali
    Lv, Hongbin
    He, Yue
    OPHTHALMIC RESEARCH, 2023, 66 (01) : 238 - 246
  • [44] Deep Learning for Retina Structural Biomarker Classification Using OCT Images
    Xu, Chi
    Zheng, Huizhong
    Liu, Keyi
    Chen, Yanming
    Ye, Chen
    Niu, Chenxi
    Jin, Shengji
    Li, Yue
    Gao, Haowei
    Hu, Jingxi
    Zou, Yuanhao
    He, Xiangjian
    INTERNATIONAL WORKSHOP ON ADVANCED IMAGING TECHNOLOGY, IWAIT 2024, 2024, 13164
  • [45] Classification of SD-OCT images using a Deep learning approach
    Awais, Muhammad
    Mueller, Henning
    Tang, Tong B.
    Meriaudeau, Fabrice
    2017 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING APPLICATIONS (ICSIPA), 2017, : 489 - 492
  • [46] A deep learning framework for segmentation of retinal layers from OCT images
    Gopinath, Karthik
    Rangrej, Samrudhdhi B.
    Sivaswamy, Jayanthi
    PROCEEDINGS 2017 4TH IAPR ASIAN CONFERENCE ON PATTERN RECOGNITION (ACPR), 2017, : 888 - 893
  • [47] DeepRetina: Layer Segmentation of Retina in OCT Images Using Deep Learning
    Li, Qiaoliang
    Li, Shiyu
    He, Zhuoying
    Guan, Huimin
    Chen, Runmin
    Xu, Ying
    Wang, Tao
    Qi, Suwen
    Mei, Jun
    Wang, Wei
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2020, 9 (02):
  • [48] Dictionary Learning Informed Deep Neural Network with Application to OCT Images
    Bridge, Joshua
    Harding, Simon P.
    Zhao, Yitian
    Zheng, Yalin
    OPHTHALMIC MEDICAL IMAGE ANALYSIS, 2019, 11855 : 1 - 8
  • [49] Automatic A-line coronary plaque classification using combined deep learning and textural features in intravascular OCT images
    Lee, Juhwan
    Kolluru, Chaitanya
    Gharaibeh, Yazan
    Prabhu, David
    Zimin, Vladislav N.
    Bezerra, Hiram G.
    Wilson, David L.
    MEDICAL IMAGING 2020: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2021, 11315
  • [50] Re: A Novel Deep Learning Method for Automatic Assessment of Human Sperm Images
    Niederberger, Craig
    JOURNAL OF UROLOGY, 2019, 202 (06): : 1082 - 1082
12345