Comparison of Unsupervised Learning Approaches Applied to Electronic Health Record Traits in Heart Failure

被引：0
|
作者：
Reza, Nosheen
Bone, William P.
Singhal, Pankhuri
Yang, Yifan
Verma, Anurag
Murthy, Ashwin C.
Denduluri, Srinivas
Adusumalli, Srinath
Ritchie, Marylyn
Cappola, Thomas P.
机构：
来源：
CIRCULATION | 2021年 / 144卷
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：
A11946
引用
收藏
页数：2
相关论文
共 50 条
  • [31] Association of Electronic Health Record Use With Quality of Care and Outcomes in Heart Failure: An Analysis of Get With The GuidelinesHeart Failure
    Selvaraj, Senthil
    Fonarow, Gregg C.
    Sheng, Shubin
    Matsouaka, Roland A.
    DeVore, Adam D.
    Heidenreich, Paul A.
    Hernandez, Adrian F.
    Yancy, Clyde W.
    Bhatt, Deepak L.
    JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2018, 7 (07):
  • [32] Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record
    Ma, Sisi
    Zhang, Rui
    Munroe, Jessica
    Lindsey, Shanahan
    Horn, Sarah
    Speedie, Stuart
    PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2018, : 1504 - 1507
  • [33] Electronic Health Records and Heart Failure
    Kao, David P.
    HEART FAILURE CLINICS, 2022, 18 (02) : 201 - 211
  • [34] USING INTEGRATED ELECTRONIC HEALTH RECORD DATA TO IDENTIFY PATIENTS WITH ADVANCED HEART FAILURE PROFILES
    Martyn, Trejeeve
    Saef, Joshua
    West, Lucianne
    Block-Beach, Hunter
    Brophy, Todd
    Hohman, Jessica
    Starling, Randall C.
    Tang, Wai Hong Wilson
    Khot, Umesh
    Estep, Jerry D.
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2022, 79 (09) : 455 - 455
  • [35] Identify Cancer Patients at Risk for Heart Failure using Electronic Health Record and Genetic Data
    Yu, Zehao
    Yang, Xi
    Chen, Yiqing
    Fang, Ruogu
    Hogan, William R.
    Gong, Yan
    Wu, Yonghui
    2022 IEEE 10TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2022), 2022, : 138 - 142
  • [36] Patients' Reporting Versus Electronic Health Record Documentation of Comorbidities among Heart Failure Patients
    Malik, Adnan
    Fike, Lucy
    Bhatt, Kunal
    Norton, Catherine R.
    Giamouzis, Grigorios
    Gupta, Charu
    Kalogeropoulos, Andreas P.
    Georgiopouiou, Vasiliki V.
    Laskar, Sonjoy
    Smith, Andrew L.
    Dunbar, Sandra
    Butler, Javed
    JOURNAL OF CARDIAC FAILURE, 2010, 16 (08) : S104 - S104
  • [37] Electronic health record nudges to optimize guideline-directed medical therapy for heart failure
    Fuery, Michael A.
    Clark, Katherine A.
    Sikand, Nikhil V.
    Tabtabai, Sara R.
    Sen, Sounok
    Wilson, F. Perry
    Desai, Nihar R.
    Ahmad, Tariq
    Samsky, Marc D.
    HEART FAILURE REVIEWS, 2025,
  • [38] Enabling Advanced Real-world Evidence in Heart Failure: A Pilot Study Defining Preferred Approaches to Electronic Health Record Data Use
    Riskin, Dan
    Monda, Keri L.
    Dent, Ricardo
    Garan, A. Reshad
    CIRCULATION, 2020, 142
  • [39] VALIDATION OF A HEART FAILURE RISK ASSESSMENT TOOL IN A LARGE CONTEMPORARY ELECTRONIC HEALTH RECORD POPULATION
    Bavishi, Aakash
    Ning, Hongyan
    Glynn, Peter
    Ahmad, Faraz
    Yancy, Clyde
    Shah, Sanjiv
    Rasmussen-Torvik, Laura
    Lloyd-Jones, Donald
    Khan, Sadiya
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2019, 73 (09) : 883 - 883
  • [40] A SUPERVISED LEARNING METHOD FOR THE CLASSIFICATION OF ELECTRONIC HEALTH RECORDBASED HEART FAILURE PHENOTYPES
    Reza, Nosheen
    Bone, William
    Singhal, Pankhuri
    Yang, Yifan
    Verma, Anurag
    Murthy, Ashwin
    Denduluri, Srinivas
    Adusumalli, Srinath
    Ritchie, Marylyn D.
    Cappola, Thomas P.
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2022, 79 (09) : 329 - 329
12345