ClinicalPath: A Visualization Tool to Improve the Evaluation of Electronic Health Records in Clinical Decision-Making

被引:1
|
作者
Linhares, Claudio D. G. [1 ]
Lima, Daniel M. [1 ,2 ]
Ponciano, Jean R. [3 ]
Olivatto, Mauro M. [4 ]
Gutierrez, Marco A. [2 ]
Poco, Jorge
Traina Jr, Caetano [1 ]
Traina, Agma J. M. [1 ]
机构
[1] Univ Sao Paulo, Inst Math & Comp Sci, BR-05508070 Sao Carlos, Brazil
[2] Univ Sao Paulo, Lab Informat Biomed, Inst Coracao, Hospitaldas Clin HCFMUSP,Fac Med, BR-05508070 Sao Paulo, Brazil
[3] Getulio Vargas Fdn, Sch Appl Math, BR-22250900 Rio De Janeiro, Brazil
[4] Fed Univ Fronteira Sul, Grad Course Med, BR-89802112 Chapeco, Brazil
基金
巴西圣保罗研究基金会;
关键词
Information visualization; interactive visualizations; human-computer interaction; electronic health records; GUIDANCE;
D O I
10.1109/TVCG.2022.3175626
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Physicians work at a very tight schedule and need decision-making support tools to help on improving and doing their work in a timely and dependable manner. Examining piles of sheets with test results and using systems with little visualization support to provide diagnostics is daunting, but that is still the usual way for the physicians' daily procedure, especially in developing countries. Electronic Health Records systems have been designed to keep the patients' history and reduce the time spent analyzing the patient's data. However, better tools to support decision-making are still needed. In this article, we propose ClinicalPath, a visualization tool for users to track a patient's clinical path through a series of tests and data, which can aid in treatments and diagnoses. Our proposal is focused on patient's data analysis, presenting the test results and clinical history longitudinally. Both the visualization design and the system functionality were developed in close collaboration with experts in the medical domain to ensure a right fit of the technical solutions and the real needs of the professionals. We validated the proposed visualization based on case studies and user assessments through tasks based on the physician's daily activities. Our results show that our proposed system improves the physicians' experience in decision-making tasks, made with more confidence and better usage of the physicians' time, allowing them to take other needed care for the patients.
引用
下载
收藏
页码:4031 / 4046
页数:16
相关论文
共 50 条
  • [31] Electronic Health Records and Use of Clinical Decision Support
    Mills, Sherri
    CRITICAL CARE NURSING CLINICS OF NORTH AMERICA, 2019, 31 (02) : 125 - +
  • [32] EVALUATION OF OPERATIONAL FAILURES IN CLINICAL DECISION-MAKING
    PALMER, RH
    STRAIN, R
    ROTHROCK, JK
    HSU, LN
    MEDICAL DECISION MAKING, 1983, 3 (03) : 299 - 310
  • [33] Casebook: a virtual patient iPad application for teaching decision-making through the use of electronic health records
    Bloice, Marcus D.
    Simonic, Klaus-Martin
    Holzinger, Andreas
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2014, 14
  • [34] CLINICAL DECISION-MAKING IN THE EVALUATION AND TREATMENT OF INSOMNIA
    EVERITT, DE
    AVORN, J
    BAKER, MW
    AMERICAN JOURNAL OF MEDICINE, 1990, 89 (03): : 357 - 362
  • [35] Casebook: a virtual patient iPad application for teaching decision-making through the use of electronic health records
    Marcus D Bloice
    Klaus-Martin Simonic
    Andreas Holzinger
    BMC Medical Informatics and Decision Making, 14
  • [36] Decision-making using swine records
    Deen, J.
    Anil, S. S.
    JOURNAL OF DAIRY SCIENCE, 2010, 93 : 846 - 847
  • [37] PSA AS A TOOL FOR DECISION-MAKING
    NIEHAUS, F
    LEDERMAN, L
    NUCLEAR ENGINEERING AND DESIGN, 1986, 93 (2-3) : 349 - 356
  • [38] A Framework for Measurement Feedback to Improve Decision-Making in Mental Health
    Seidman, Edward
    Chorpita, Bruce F.
    Reay, William E.
    Stelk, Wayne
    Garland, Ann F.
    Kutash, Krista
    Mullican, Charlotte
    Ringeisen, Heather
    ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH, 2010, 37 (1-2) : 128 - 131
  • [39] A Framework for Measurement Feedback to Improve Decision-Making in Mental Health
    Edward Seidman
    Bruce F. Chorpita
    William E. Reay
    Wayne Stelk
    Ann F. Garland
    Krista Kutash
    Charlotte Mullican
    Heather Ringeisen
    Administration and Policy in Mental Health and Mental Health Services Research, 2010, 37 : 128 - 131
  • [40] The CCEIP Decision-Making Tool
    Tibbo, Phil
    EARLY INTERVENTION IN PSYCHIATRY, 2016, 10 : 151 - 151