Promise and Frustration Machine Learning in Cardiology

被引:3
|
作者
Fornwalt, Brandon K. [1 ,2 ,3 ]
Pfeifer, John M. [1 ,4 ]
机构
[1] Geisinger, Dept Translat Data Sci & Informat, Danville, PA USA
[2] Geisinger, Dept Radiol, Danville, PA USA
[3] Geisinger, Heart Inst, Danville, PA USA
[4] Evangel Hosp, Heart & Vasc Ctr, Lewisburg, PA USA
关键词
echocardiography; deep learning; frustration; machine learning;
D O I
10.1161/CIRCIMAGING.121.012838
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
[No abstract available]
引用
收藏
页码:538 / 541
页数:4
相关论文
共 50 条
  • [1] Opening the Black Box: The Promise and Limitations of Explainable Machine Learning in Cardiology
    Petch, Jeremy
    Di, Shuang
    Nelson, Walter
    CANADIAN JOURNAL OF CARDIOLOGY, 2022, 38 (02) : 204 - 213
  • [2] Machine learning for cardiology
    Arfat, Yasir
    Mittone, Gianluca
    Esposito, Roberto
    Cantalupo, Barbara
    De Ferrari, Gaetano M.
    Aldinucci, Marco
    MINERVA CARDIOLOGY AND ANGIOLOGY, 2022, 70 (01) : 75 - 91
  • [3] Applications of Machine Learning in Cardiology
    Seetharam, Karthik
    Balla, Sudarshan
    Bianco, Christopher
    Cheung, Jim
    Pachulski, Roman
    Asti, Deepak
    Nalluri, Nikil
    Tejpal, Astha
    Mir, Parvez
    Shah, Jilan
    Bhat, Premila
    Mir, Tanveer
    Hamirani, Yasmin
    CARDIOLOGY AND THERAPY, 2022, 11 (03) : 355 - 368
  • [4] Applications of Machine Learning in Cardiology
    Karthik Seetharam
    Sudarshan Balla
    Christopher Bianco
    Jim Cheung
    Roman Pachulski
    Deepak Asti
    Nikil Nalluri
    Astha Tejpal
    Parvez Mir
    Jilan Shah
    Premila Bhat
    Tanveer Mir
    Yasmin Hamirani
    Cardiology and Therapy, 2022, 11 : 355 - 368
  • [5] The Promise of Machine Learning for Psychiatry
    Rutherford, Saige
    BIOLOGICAL PSYCHIATRY, 2020, 88 (11) : E53 - E55
  • [6] The Promise of Machine Learning in Cybersecurity
    Fraley, James B.
    Cannady, James
    SOUTHEASTCON 2017, 2017,
  • [7] Artificial Intelligence and Machine Learning in Cardiology
    Deo, Rahul C.
    CIRCULATION, 2024, 149 (16) : 1235 - 1237
  • [8] Artificial Intelligence and Machine Learning in Cardiology
    Westcott, R. Jeffrey
    Tcheng, James E.
    JACC-CARDIOVASCULAR INTERVENTIONS, 2019, 12 (14) : 1312 - 1314
  • [9] The Promise of Machine Learning: When Will it be Delivered?
    Akbilgic, Oguz
    Davis, Robert L.
    JOURNAL OF CARDIAC FAILURE, 2019, 25 (06) : 484 - 485
  • [10] Galactosemia: Promise, frustration and challenge
    Matalon, R
    JOURNAL OF THE AMERICAN COLLEGE OF NUTRITION, 1997, 16 (03) : 190 - 191