Coronary Artery Segmentation and Tissue Characterization Using Deep Learning: " Virtual" IB- IVUS

被引:0
|
作者
Masuda, Yuto [1 ]
Takeshita, Ryo [2 ]
Wakasa, Shiho [1 ]
Tochibora, Ryota [1 ]
Ichiryu, Hajime [1 ]
Takai, Mizuki [1 ]
Ishihara, Takeshi [1 ]
Endo, Susumu [1 ]
Sahashi, Yuki [1 ]
Hayashi, MIsayo [1 ]
Yoshida, Tamami [1 ]
Yamamoto, Saori [1 ]
Ishiguro, Maya [1 ]
Naruse, Genki [1 ]
Miwa, Hirotaka [1 ]
Yoshida, Akihiro [3 ]
Minatoguchi, Shingo [4 ]
Nakabo, Ayumi [1 ]
Watanabe, Takatomo [1 ]
Takasugi, Nobuhiro [1 ]
Yamada, Yoshihisa [1 ]
Kanamori, Hiromitsu [1 ]
Fukuoka, Daisuke [5 ]
Hara, Takeshi [6 ]
Okura, Hiroyuki [7 ]
机构
[1] Gifu Univ, Grad Sch Med, Gifu, Japan
[2] Gifu Univ, Grad Sch Nat Sci & Technol, Gifu, Japan
[3] Stanford Univ Hosp, Stanford, CA USA
[4] Mt Sinai Hosp, New York, NY USA
[5] Gifu Univ, Fac Educ, Gifu, Japan
[6] Gifu Univ, Fac Engn, Gifu, Japan
[7] Gifu Univ, Gifu, Japan
关键词
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
TCT-254
引用
收藏
页码:B99 / B100
页数:2
相关论文
共 50 条
  • [21] Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics
    Denzinger, Felix
    Wels, Michael
    Ravikumar, Nishant
    Breininger, Katharina
    Reidelshoefer, Anika
    Eckert, Joachim
    Suehling, Michael
    Schmermund, Axel
    Maier, Andreas
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, PT IV, 2019, 11767 : 593 - 601
  • [22] Characterization of coronary artery pathological formations from OCT imaging using deep learning
    Abdolmanafi, Atefeh
    Luc Duong
    Dahdah, Nagib
    Adib, Ibrahim Ragui
    Cheriet, Farida
    BIOMEDICAL OPTICS EXPRESS, 2018, 9 (10): : 4936 - 4960
  • [23] Natural History of Coronary Artery Lesion Morphology Assessed by Serial VH-IVUS Tissue Characterization
    Kubo, Takashi
    Maehara, Akiko
    Mintz, Gary S.
    Doi, Hiroshi
    Tsujita, Kenichi
    Yang, Junqing
    Liu, Jian
    Oviedo, Carlos
    Tam, Anthony
    Bharaj, Harpreet
    Abendroth, Richard
    Biro, Sinan
    Aaskar, Rasha
    Castellanos, Celia
    Dani, Lokesh
    Moses, Jeffrey W.
    Vince, Geoffrey
    Margolis, Pauliina
    Margolis, James R.
    Stone, Gregg W.
    Leon, Martin B.
    CIRCULATION, 2008, 118 (18) : S630 - S630
  • [24] Deep learning with convolutional neural network for estimation of the characterisation of coronary plaques: Validation using IB-IVUS (vol 28, pg 61, 2022)
    Masuda, T.
    Nakaura, T.
    Funama, Y.
    Oda, S.
    Okimoto, T.
    Sato, T.
    Noda, N.
    Yoshiura, T.
    Baba, Y.
    Arao, S.
    RADIOGRAPHY, 2022, 28 (03) : 661 - 662
  • [25] Impact of coronary plaque characteristics on distal embolization during elective PCI - tissue characterization using integrated backscatter intravascular ultrasound (IB-IVUS)
    Muraoka, Y.
    Sonoda, S.
    Okazaki, M.
    Otsuji, Y.
    EUROPEAN HEART JOURNAL, 2009, 30 : 530 - 530
  • [26] Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography
    Abdolmanafi, Atefeh
    Duong, Luc
    Dahdah, Nagib
    Cheriet, Farida
    BIOMEDICAL OPTICS EXPRESS, 2017, 8 (02): : 1203 - 1220
  • [27] Impact of Enhancement for Coronary Artery Segmentation Based on Deep Learning Neural Network
    Blaiech, Ahmed Ghazi
    Mansour, Asma
    Kerkeni, Asma
    Bedoui, Mohamed Hedi
    Ben Abdallah, Asma
    PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2019, PT II, 2019, 11868 : 260 - 272
  • [28] Coronary Artery Segmentation by Deep Learning Neural Networks on Computed Tomographic Coronary Angiographic Images
    Huang, Weimin
    Huang, Lu
    Lin, Zhiping
    Huang, Su
    Chi, Yanling
    Zhou, Jiayin
    Zhang, Junmei
    Tan, Ru-San
    Zhong, Liang
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 608 - 611
  • [29] ACCURACY OF IVUS-BASED MACHINE LEARNING SEGMENTATION FOR THE ASSESSMENT OF CORONARY ARTERY VESSEL AND LUMEN DIMENSIONS AND BALLOON SIZING
    Matsumura, Mitsuaki
    Mintz, Gary S.
    Dohi, Tomotaka
    Li, Wenguang
    Shang, Alexander
    Sakamoto, Hajime
    Daida, Hiroyuki
    Minamino, Tohru
    Maehara, Akiko
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2023, 81 (08) : 1353 - 1353
  • [30] In Vivo Findings of Tissue Characteristics in High-Risk Coronary Artery Plaques Using iMapTM IVUS
    Trusinskis, Karlis
    Juhnevica, Dace
    Strenge, Karlis
    Sondore, Dace
    Kumsars, Indulis
    Narbute, Inga
    Jegere, Sanda
    Erglis, Andrejs
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2011, 58 (20) : B177 - B177