Clinical Phenotyping with an Outcomes-driven Mixture of Experts for Patient Matching and Risk Estimation

被引:0
|
作者
Hurley, Nathan C. [1 ]
Dhruva, Sanket S. [2 ]
Desai, Nihar R. [3 ]
Ross, Joseph R. [3 ]
Ngufor, Che G. [4 ]
Masoudi, Frederick [5 ]
Krumholz, Harlan M. [3 ]
Mortazavi, Bobak J. [6 ]
机构
[1] Nc Hurley, 3112 Tamu, Texas A&m University, College Station,77843, United States
[2] University of California San Francisco, 4150 Clement St, Bldg 200, San Francisco,94121, United States
[3] Center for Outcomes Research and Evaluation, Yale University, 195 Church St, New Haven,CT,06510, United States
[4] Mayo Clinic, 200 First St SW, Rochester,MN,55905, United States
[5] Ascension Health, United States
[6] 3112 Tamu, Texas A&m University, College Station,77843-3112, United States
来源
关键词
Compendex;
D O I
10.1145/3616021
中图分类号
学科分类号
摘要
Cardiology
引用
收藏
相关论文
共 50 条
  • [1] Demand Management: A Methodology for Outcomes-Driven Staffing and Patient Flow Management
    Pickard, Beth
    Warner, Michael
    [J]. NURSE LEADER, 2007, 5 (02) : 30 - 34
  • [2] Outcomes-Driven Clinical Management and Supervisory Practices with Youth with Severe Emotional Disturbance
    King, David
    Hodges, Kay
    [J]. ADMINISTRATION IN SOCIAL WORK, 2013, 37 (03): : 312 - 324
  • [3] Outcomes-Driven Thresholds for Ambulatory Pulse Pressure in 11 Populations Shed New Light on an Old Risk Factor
    Gu Yu-Mei
    Tine, Hansen W.
    Kristina, Bjorklund-Bodegard
    Kei, Asayama
    Jan, Staessen A.
    [J]. JOURNAL OF CLINICAL HYPERTENSION, 2013, 15
  • [4] A Data-driven Energy Estimation based on the Mixture of Experts Method for Battery Electric Vehicles
    Petersen, Patrick
    Rudolf, Thomas
    Sax, Eric
    [J]. VEHITS: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON VEHICLE TECHNOLOGY AND INTELLIGENT TRANSPORT SYSTEMS, 2022, : 384 - 390
  • [5] A Patient Outcomes-Driven Feedback Platform for Emergency Medicine Clinicians: Human-Centered Design and Usability Evaluation of Linking Outcomes Of Patients (LOOP)
    Strauss, Alexandra T.
    Morgan, Cameron
    El Khuri, Christopher
    Slogeris, Becky
    Smith, Aria G.
    Klein, Eili
    Toerper, Matt
    DeAngelo, Anthony
    Debraine, Arnaud
    Peterson, Susan
    Gurses, Ayse P.
    Levin, Scott
    Hinson, Jeremiah
    [J]. JMIR HUMAN FACTORS, 2022, 9 (01):
  • [6] A patient-driven adaptive prediction technique to improve personalized risk estimation for clinical decision support
    Jiang, Xiaoqian
    Boxwala, Aziz A.
    El-Kareh, Robert
    Kim, Jihoon
    Ohno-Machado, Lucila
    [J]. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2012, 19 (E1) : E137 - E144
  • [7] Phenotyping severity of patient-centered outcomes using clinical notes: A prostate cancer use case
    Bozkurt, Selen
    Paul, Rohan
    Coquet, Jean
    Sun, Ran
    Banerjee, Imon
    Brooks, James D.
    Hernandez-Boussard, Tina
    [J]. LEARNING HEALTH SYSTEMS, 2020, 4 (04):
  • [8] Direct to Patient Screening of Psoriatic Arthritis: Clinical Findings and Outcomes of Patient-Driven Rheumatology Referrals
    Meier, Megan
    Walsh, Jessica
    [J]. ARTHRITIS & RHEUMATOLOGY, 2022, 74 : 792 - 793
  • [9] Matching Level of Clinical Support to Patient Risk When Caring for Children With Behavioral Challenges
    Birkett, Kerri
    Liddle, Melissa
    Jones, Emily
    Paulson, Andrea
    [J]. INTELLECTUAL AND DEVELOPMENTAL DISABILITIES, 2022, 60 (01) : 32 - 40
  • [10] Clinical scores and risk factors to predict patient outcomes: how useful are they?
    Chong, K. C.
    Chan, S. Y.
    Jia, Katherine M.
    [J]. HONG KONG MEDICAL JOURNAL, 2018, 24 (06) : 552 - 553