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This paper is in the following e-collection/theme issue:

Formative Evaluation of Digital Health Interventions (5443) Clinical Informatics (2424) Clinical Information and Decision Making (3943) Decision Support for Health Professionals (2387) Design and Usability of Clinical Software and EHRs (494) E-Health / Health Services Research and New Models of Care (1242)

Published on in Vol 8 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/49497, first published .
Doctor reviewing patient data on a tablet.

Data Representation Structure to Support Clinical Decision-Making in the Pediatric Intensive Care Unit: Interview Study and Preliminary Decision Support Interface Design

Data Representation Structure to Support Clinical Decision-Making in the Pediatric Intensive Care Unit: Interview Study and Preliminary Decision Support Interface Design

Authors of this article:

Najia Yakob1 Author Orcid Image ;   Sandrine Laliberté2 Author Orcid Image ;   Philippe Doyon-Poulin2 Author Orcid Image ;   Philippe Jouvet3 Author Orcid Image ;   Rita Noumeir1 Author Orcid Image
Article Authors Cited by (7) Tweetations (2) Metrics

Journals

  1. Lu E, Le T, Jouvet P, Noumeir R. Heart Rate and Body Temperature Relationship in Children Admitted to PICU: A Machine Learning Approach. IEEE Transactions on Biomedical Engineering 2025;72(8):2352 View
  2. Levine J, Riarh G, Green J. Generative Simulation and Summarization of Neonatal Patient Data. Information 2026;17(3):261 View
  3. Trutschel D, Eggenschwiler L, Gygli N, Kuipers J, Moffa G, Simon M. Care demand networks in maternity care - an innovative approach exploring the complexity of care demands with routine data: Retrospective observational study. International Journal of Nursing Studies Advances 2026;10:100532 View
  4. Le T, Macabiau C, Albert K, Chatzinotas S, Jouvet P, Noumeir R. Transformer Meets Gated Residual Networks to Enhance PICU's PPG Artifact Detection Informed by Mutual Information Neural Estimation. IEEE Transactions on Neural Networks and Learning Systems 2026;37(8):3928 View
  5. Jouvet P, Albert K, Wiedemann A, Sauthier M. Les systèmes d’aide à la décision clinique à base d’intelligence artificielle : du développement à l’implantation. Bulletin de l'Académie Nationale de Médecine 2026;210(7):833 View

Books/Policy Documents

  1. Boubaker O. AI and Data Science in Medical Research. View

Conference Proceedings

  1. Arnold C, Jouvet P, Seoud L. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution View