DEEP LEARNING-BASED PREDICTION OF RIGHT VENTRICULAR EJECTION FRACTION USING 2D ECHOCARDIOGRAMS

被引：0
|
作者：
Tokodi, Marton
Magyar, Balint
Soos, Andras
Tolvaj, Mate
Lakatos, Balint Karoly
Fabian, Alexandra
Szigeti, Mark Bence
Merkely, Bela
Horvath, Andras
Kovacs, Attila
机构：
[1] Semmelweis Univ, Budapest, Hungary
[2] Peter Pazmany Catholic Univ, Budapest, Hungary
来源：
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY | 2022年 / 79卷 / 09期
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：
引用
收藏
页码：2045 / 2045
页数：1
相关论文
共 50 条
  • [1] Deep Learning-Based Prediction of Right Ventricular Ejection Fraction Using 2D Echocardiograms
    Tokodi, Marton
    Magyar, Balint
    Soos, Andras
    Takeuchi, Masaaki
    Tolvaj, Mate
    Lakatos, Balint Karoly
    Kitano, Tetsuji
    Nabeshima, Yosuke
    Fabian, Alexandra
    Szigeti, Mark Bence
    Horvath, Andras
    Merkely, Bela
    Kovacs, Attila
    JACC-CARDIOVASCULAR IMAGING, 2023, 16 (08) : 1005 - 1018
  • [2] Deep learning-based automated left ventricular ejection fraction assessment using 2-D echocardiography
    Liu, Xin
    Fan, Yiting
    Li, Shuang
    Chen, Meixiang
    Li, Ming
    Hau, William Kongto
    Zhang, Heye
    Xu, Lin
    Lee, Alex Pui-Wai
    AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2021, 321 (02): : H390 - H399
  • [3] Explicit and automatic ejection fraction assessment on 2D cardiac ultrasound with a deep learning-based approach
    Moal, Olivier
    Roger, Emilie
    Lamouroux, Alix
    Younes, Chloe
    Bonnet, Guillaume
    Moal, Bertrand
    Lafitte, Stephane
    COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 146
  • [4] Deep learning to assess right ventricular ejection fraction from two-dimensional echocardiograms in precapillary pulmonary hypertension
    Murayama, Michito
    Sugimori, Hiroyuki
    Yoshimura, Takaaki
    Kaga, Sanae
    Shima, Hideki
    Tsuneta, Satonori
    Mukai, Aoi
    Nagai, Yui
    Yokoyama, Shinobu
    Nishino, Hisao
    Nakamura, Junichi
    Sato, Takahiro
    Tsujino, Ichizo
    ECHOCARDIOGRAPHY-A JOURNAL OF CARDIOVASCULAR ULTRASOUND AND ALLIED TECHNIQUES, 2024, 41 (04):
  • [5] M(otion)-Mode Based Prediction of Ejection Fraction Using Echocardiograms
    Ozkan, Ece
    Sutter, Thomas M.
    Hu, Yurong
    Balzer, Sebastian
    Vogt, Julia E.
    PATTERN RECOGNITION, DAGM GCPR 2023, 2024, 14264 : 307 - 320
  • [6] Comparison of 2D transesophageal echocardiographic measurement of right ventricular function with thermodilution right ventricular ejection fraction
    Shanewise, JS
    Bailey, JM
    Schwock, KL
    Dickens, AF
    ANESTHESIA AND ANALGESIA, 1998, 86 (04): : SCA79 - SCA79
  • [7] 2D ECHOCARDIOGRAPHIC RIGHT VENTRICULAR QUANTIFICATION USING PLANIMETRY AND DEEP LEARNING
    Kampaktsis, Polydoros
    Bohoran, Tuan Aqeel
    McLaughlin, Laura
    Singh, Anvesha
    Leb, Jay
    Hahn, Rebecca T.
    McCann, Gerry
    Giannakidis, Archontis
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2024, 83 (13) : 1522 - 1522
  • [8] A deep multi-stream model for robust prediction of left ventricular ejection fraction in 2D echocardiography
    Alven, Jennifer
    Hagberg, Eva
    Hagerman, David
    Petersen, Richard
    Hjelmgren, Ola
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [9] A 2D echocardiographic method for accurate right ventricular quantification using deep learning
    Kampaktsis, P.
    Bohoran, T. B.
    Lebehn, M. L.
    Mclaughlin, L. M.
    Leb, J. L.
    Doulamis, I. D.
    Briasoulis, A. B.
    Moustakidis, S. M.
    Hahn, R. T. H.
    Giannakidis, A. G.
    EUROPEAN HEART JOURNAL, 2024, 45
  • [10] DIGITAL PROCESSING OF CONTRAST ECHOCARDIOGRAMS - A NEW TECHNIQUE FOR MEASURING RIGHT VENTRICULAR EJECTION FRACTION
    WANN, LS
    STICKELS, KR
    BAMRAH, VS
    GROSS, CM
    AMERICAN JOURNAL OF CARDIOLOGY, 1984, 53 (08): : 1164 - 1168
12345