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
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
  • [21] Electronic Health Record Embedded Strategies for Improving Care of Patients With Heart Failure
    Michael A. Fuery
    Bashar Kadhim
    Marc D. Samsky
    James V. Freeman
    Katherine Clark
    Nihar R. Desai
    Francis P. Wilson
    Treeny Ahmed
    Tariq Ahmad
    Current Heart Failure Reports, 2023, 20 : 280 - 286
  • [22] Evaluating an Electronic Health Record Intervention for Management of Heart Failure Among Veterans
    Dang, Stuti
    Siddharthan, Kris
    Ruiz, Diana I.
    Gomez-Orozco, Carlos A.
    Rodriguez, Remberto
    Gomez-Marin, Orlando
    TELEMEDICINE AND E-HEALTH, 2018, 24 (12) : 1006 - 1013
  • [23] Performance of Electronic Health Record Diagnosis Codes for Ambulatory Heart Failure Encounters
    Goyal, Parag
    Bose, Budhaditya
    Creber, Ruth Masterson
    Krishnan, Udhay
    Yang, Mei
    Brady, Joanne
    Pathak, Jyotishman
    JOURNAL OF CARDIAC FAILURE, 2020, 26 (12) : 1060 - 1066
  • [24] Electronic Health Record Embedded Strategies for Improving Care of Patients With Heart Failure
    Fuery, Michael A.
    Kadhim, Bashar
    Samsky, Marc D.
    Freeman, James V.
    Clark, Katherine
    Desai, Nihar R.
    Wilson, Francis P.
    Ahmed, Treeny
    Ahmad, Tariq
    CURRENT HEART FAILURE REPORTS, 2023, 20 (04) : 280 - 286
  • [25] Electronic health record characterization and outcomes of heart failure with preserved ejection fraction
    Rao, Vishal N.
    Cyr, Derek D.
    Wruck, Lisa M.
    Sanders, Gretchen
    Hofmann, Paul
    Roessig, Lothar
    Siedentop, Harald
    Evers, Thomas
    Meyer, Michaela
    Paraschin, Karen
    Nkulikiyinka, Richard
    Parikh, Kishan
    Felker, G. Michael
    AMERICAN HEART JOURNAL, 2023, 263 : 1 - 14
  • [26] Comparison of Unsupervised Machine Learning Approaches for Cluster Analysis to Define Subgroups of Heart Failure with Preserved Ejection Fraction with Different Outcomes
    Nouraei, Hirmand
    Nouraei, Hooman
    Rabkin, Simon W.
    BIOENGINEERING-BASEL, 2022, 9 (04):
  • [27] Machine learning applied to electronic health record data in home healthcare: A scoping review
    Hobensack, Mollie
    Song, Jiyoun
    Scharp, Danielle
    Bowles, Kathryn H.
    Topaz, Maxim
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2023, 170
  • [28] Validation of Heart Failure Risk Equations in a Large, Contemporary Electronic Health Record Cohort
    Bavishi, Aakash
    Bruce, Matthew
    Ning, Hongyan
    Glynn, Peter
    Ahmad, Faraz
    Yancy, Clyde
    Shah, Sanjiv
    Rasmussen-Torvik, Laura
    Allen, Norrina
    Lloyd-Jones, Donald
    Khan, Sadiya S.
    JOURNAL OF CARDIAC FAILURE, 2019, 25 (08) : S88 - S88
  • [29] ADJUDICATION OF HEART FAILURE HOSPITALIZATION USING NATURAL LANGUAGE PROCESSING IN THE ELECTRONIC HEALTH RECORD
    Cunningham, Jonathan
    Singh, Pulkit
    Lau, Emily Shou Wai
    Khurshid, Shaan
    Haimovich, Julian
    Turner, Ashby
    Wang, Xin
    Solomon, Scott D.
    Ellinor, Patrick
    Lubitz, Steven
    Batra, Puneet
    Ho, Jennifer
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2023, 81 (08) : 4022 - 4022
  • [30] Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning
    Chen, Bob
    Alrifai, Wael
    Gao, Cheng
    Jones, Barrett
    Novak, Laurie
    Lorenzi, Nancy
    France, Daniel
    Malin, Bradley
    Chen, You
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2021, 28 (06) : 1168 - 1177