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Digital Health Reviews (1724) Registered Report (791) Clinical Informatics (1325) Visualization in eHealth (68) Health Services Research (557) Health Care Quality and Health Services Research (337) Public Health (247) Big Data (307)

Published on in Vol 24, No 2 (2022): February

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/27534, first published .
Interactive Visualization Applications in Population Health and Health Services Research: Systematic Scoping Review

Interactive Visualization Applications in Population Health and Health Services Research: Systematic Scoping Review

Interactive Visualization Applications in Population Health and Health Services Research: Systematic Scoping Review

Authors of this article:

Jawad Chishtie1, 2, 3, 4 Author Orcid Image ;   Iwona Anna Bielska5 Author Orcid Image ;   Aldo Barrera6 Author Orcid Image ;   Jean-Sebastien Marchand7 Author Orcid Image ;   Muhammad Imran8 Author Orcid Image ;   Syed Farhan Ali Tirmizi4 Author Orcid Image ;   Luke A Turcotte9 Author Orcid Image ;   Sarah Munce1, 2, 10, 11 Author Orcid Image ;   John Shepherd1 Author Orcid Image ;   Arrani Senthinathan11 Author Orcid Image ;   Monica Cepoiu-Martin12 Author Orcid Image ;   Michael Irvine13, 14 Author Orcid Image ;   Jessica Babineau15, 16 Author Orcid Image ;   Sally Abudiab1 Author Orcid Image ;   Marko Bjelica1 Author Orcid Image ;   Christopher Collins17 Author Orcid Image ;   B Catharine Craven1, 18 Author Orcid Image ;   Sara Guilcher1, 11, 19 Author Orcid Image ;   Tara Jeji20 Author Orcid Image ;   Parisa Naraei21 Author Orcid Image ;   Susan Jaglal1, 2, 11, 22 Author Orcid Image
Article Authors Cited by (24) Tweetations (5) Metrics

Journals

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  2. Mukataeva Z, Dinmukhamedova A, Kabieva S, Baidalinova B, Khamzina S, Zekenova L, Aizman R. Comparative characteristics of developing morphofunctional features of schoolchildren from different climatic and geographical regions. Journal of Pediatric Endocrinology and Metabolism 2022;0(0) View
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  6. Hilly J, Singh K, Jagals P, Mani F, Turagabeci A, Ashworth M, Mataki M, Morawska L, Knibbs L, Stuetz R, Dansie A. Review of scientific research on air quality and environmental health risk and impact for PICTS. Science of The Total Environment 2024;942:173628 View
  7. Steinbrenner I, Kotsis F, Kosch R, Meiselbach H, Bärthlein B, Stockmann H, Lipovsek J, Zacharias H, Altenbuchinger M, Dienemann T, Wytopil M, Bächle H, Sommerer C, Titze S, Weigel A, Weissensteiner H, Schönherr S, Forer L, Kurz N, Menne J, Schlieper G, Schneider M, Schaeffner E, Kielstein J, Sitter T, Floege J, Wanner C, Kronenberg F, Köttgen A, Busch M, Krane V, Schmid M, Eckardt K, Schultheiss U, Schiffer M, Prokosch H, Beck A, Reis A, Ekici A, Becker S, Alberth-Schmidt U, Marschall S, Schefler E, Walz G, Schultheiß U, Meder S, Mitsch E, Reinhard U, Saritas T, Groß A, Baid-Agrawal S, Theisen K, Schmidt-Ott K, Zeier M, Aykac M, Wolf G, Steiner A, Börner-Klein A, Bauer B, Raschenberger J, Kollerits B, Oefner P, Gronwald W, Nadal J. Interactive exploration of adverse events and multimorbidity in CKD. Nephrology Dialysis Transplantation 2024;39(12):2016 View
  8. Tan X, Suo X, Li W, Bi L, Yao F. Data visualization in healthcare and medicine: a survey. The Visual Computer 2025;41(5):3037 View
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  10. Huang H, Ravi S, Warrington T, Cui H, Wang C, McCreary M, Lauffer B, Lu C. A comparison of data visualization tools: A case study in health-related research. Information Visualization 2025;24(1):62 View
  11. Slavik C, Fish C, Peters E. Using Geovisualizations to Educate the Public About Environmental Health Hazards: What Works and Why. Current Environmental Health Reports 2024;11(4):453 View
  12. Wang T, Codling D, Msosa Y, Broadbent M, Kornblum D, Polling C, Searle T, Delaney-Pope C, Arroyo B, MacLellan S, Keddie Z, Docherty M, Roberts A, Stewart R, McGuire P, Dobson R, Harland R. VIEWER: an extensible visual analytics framework for enhancing mental healthcare. Journal of the American Medical Informatics Association 2025 View
  13. Cassão V, Bernardi F, de Oliveira W, Yamada D, Lima V, Baiochi J, Alves D. Rare Disease Monitoring Portal in Brazil: An Integrated Approach to Geographic and Clinical Data. Procedia Computer Science 2025;256:1310 View
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  15. Perdue L, Trevino S, Grant S, Lin J, Tanner‐Smith E. Creating Interactive Data Dashboards for Evidence Syntheses. Cochrane Evidence Synthesis and Methods 2025;3(4) View
  16. Vornhagen H, Garzón-Orjuela N, Stasiewicz K, Garcia Pereira A, Parveen S, Porwol L, Collins C, Blake C, Vellinga A. Action design research to develop an interactive dashboard to visualise and compare patient data from Irish general practice (CARA). BMJ Open 2025;15(9):e086677 View
  17. Varga M, Panganiban A, Ndoni A, Lavigne V, Traeber-Burdin S, Lem M. Interactive data driven exploration of COVID-19. Information Visualization 2025;24(4):429 View
  18. Larson J, Whitney E. Pareto charts, scatter plots, and bubble charts. Current Problems in Pediatric and Adolescent Health Care 2025;55(7):101804 View
  19. Ibrahim M, Naz O, Mohiuddin A, Rehman H, Khan A, Azmat S. Unlocking insights from complex data: Leveraging heat maps for decision-making in LMIC. PLOS One 2025;20(9):e0332394 View
  20. Noselli M, Van Der Vegt A, Cordeil M, Campbell V, Wang A, Shetty A, Scott I. Presenting Artificial Intelligence Predictions Based on Electronic Medical Records to Clinicians in Hospitals: A Systematic Review. IEEE Journal of Biomedical and Health Informatics 2025;29(10):7619 View

Conference Proceedings

  1. Chen C, Huang H, Wu C, Kuo L, Shih S, Lai P. 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS). Telehealth Data-derived Visual Analytics for Health Informatics Applications in Coordinated Care of Patients with Multiple Comorbidities View
  2. Elshehaly M, Sohal K, Lawton T, Bryant M, Mon-Williams M. 2022 IEEE Evaluation and Beyond - Methodological Approaches for Visualization (BELIV). Creative Visualisation Opportunities Workshops: A Case Study in Population Health View
  3. Pereira R, Seruffo M, Figueiredo K. Anais do III Workshop Investigações em Interação Humano-Dados (WIDE 2024). Previsão de Desfechos Clínicos em Pacientes com Tuberculose Usando Redes Neurais Perceptron Multicamadas: Análise Interativa de Dados e Visualizações View
  4. Chotalia H, Jain A. 2024 First International Conference on Data, Computation and Communication (ICDCC). Review on AI-Driven Interactive Data Visualization and Predictive Analytics for Enhanced Decision Support in Health and Disease Management View