Application of Machine Learning in Predicting All-Cause Mortality in Patients With Left Ventricular Assist Device

被引：0
|
作者：
Truong, Vien T.
Nguyen, Binh
Wang, Alex Xing X.
Dai, Phan
Patel, Vivek
Ahmad, Mansoor
Siddique, Muhammad Saad
Usama, Syed Muhammad
Mondal, Avilash
Quach, Kevin
Agrawal, Durgesh
Shah, Syed Fahad
Skenderi, Sonela
Metkus, Thomas
Dhar, Sunil
Chung, Eugene
机构：
来源：
CIRCULATION | 2023年 / 148卷
关键词：
Machine Learning; Device; Heart Failure;
D O I：
10.1161/circ.148.suppl_1.18204
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
A18204
引用
收藏
页数：3
相关论文
共 50 条
  • [1] Amiodarone Use and All-Cause Mortality in Patients With a Continuous-Flow Left Ventricular Assist Device
    Gopinathannair, Rakesh
    Pothineni, Naga Venkata K.
    Trivedi, Jaimin R.
    Roukoz, Henri
    Cowger, Jennifer
    Ahmed, Mustafa M.
    Bhan, Adarsh
    Ravichandran, Ashwin K.
    Bhat, Geetha
    Al Ahmad, Amin
    Natale, Andrea
    Di Biase, Luigi
    Slaughter, Mark S.
    Lakkireddy, Dhanunjaya
    [J]. JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2022, 11 (11):
  • [2] Meta-Analysis of the Relation of Ventricular Arrhythmias to All-Cause Mortality After Implantation of a Left Ventricular Assist Device
    Makki, Nader
    Mesubi, Olurotimi
    Steyers, Curtis
    Olshansky, Brian
    Abraham, William T.
    [J]. AMERICAN JOURNAL OF CARDIOLOGY, 2015, 116 (09): : 1385 - 1390
  • [3] APPLICATION OF MACHINE LEARNING IN PREDICTING ALL-CAUSE MORTALITY IN PRIMARY CARDIAC MALIGNANT TUMORS
    Truong, Vien T.
    Tripathi, Devendra
    Ngo, Tam N.
    Hoang Nguyen
    Patel, Vivek
    Quach, Kevin
    Qureshi, Rehan
    Khan, Amna
    Grandez, Cesar
    Skenderi, Sonela
    Dhar, Sunil K.
    Huy Vuong
    Binh Nguyen
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2023, 81 (08) : 2312 - 2312
  • [4] VENTRICULAR ARRHYTHMIAS AND ALL-CAUSE MORTALITY AFTER LEFT VENTRICULAR ASSIST DEVICE IMPLANTATION: A SYSTEMATIC REVIEW AND META-ANALYSIS
    Kittipibul, Veraprapas
    Kewcharoen, Jakrin
    Blumer, Vanessa
    Hernandez, Gabriel
    Chaparro, Sandra
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2020, 75 (11) : 862 - 862
  • [5] Machine Learning and Prediction of All-Cause Mortality in COPD
    Moll, Matthew
    Qiao, Dandi
    Regan, Elizabeth A.
    Hunninghake, Gary M.
    Make, Barry J.
    Tal-Singer, Ruth
    McGeachie, Michael J.
    Castaldi, Peter J.
    Estepar, Raul San Jose
    Washko, George R.
    Wells, James M.
    LaFon, David
    Strand, Matthew
    Bowler, Russell P.
    Han, MeiLan K.
    Vestbo, Jorgen
    Celli, Bartolome
    Calverley, Peter
    Crapo, James
    Silverman, Edwin K.
    Hobbs, Brian D.
    Cho, Michael H.
    [J]. CHEST, 2020, 158 (03) : 952 - 964
  • [6] Interpretable machine learning prediction of all-cause mortality
    Qiu, Wei
    Chen, Hugh
    Dincer, Ayse Berceste
    Lundberg, Scott
    Kaeberlein, Matt
    Lee, Su-In
    [J]. COMMUNICATIONS MEDICINE, 2022, 2 (01):
  • [7] Interpretable machine learning prediction of all-cause mortality
    Wei Qiu
    Hugh Chen
    Ayse Berceste Dincer
    Scott Lundberg
    Matt Kaeberlein
    Su-In Lee
    [J]. Communications Medicine, 2
  • [8] Predictors of All Cause Post Operative Bleeding in Patients with Left Ventricular Assist Device
    Elkayam, Natalie
    Gegechkori, Nana
    Bernstein, Aryeh
    Lipshitz, Jay
    [J]. BLOOD, 2020, 136
  • [9] Left Ventricular Geometry and All-cause Mortality in Advanced Age
    Teh, Ruth O.
    Kerse, Ngaire M.
    Robinson, Elizabeth M.
    Whalley, Gillian A.
    Connolly, Martin J.
    Doughty, Robert N.
    [J]. HEART LUNG AND CIRCULATION, 2015, 24 (01): : 32 - 39
  • [10] Predicting in-hospital all-cause mortality in heart failure using machine learning
    Mpanya, Dineo
    Celik, Turgay
    Klug, Eric
    Ntsinjana, Hopewell
    [J]. FRONTIERS IN CARDIOVASCULAR MEDICINE, 2023, 9
12345