Research map: Logic Models on Health Information Technology–Related Interventions: Scoping Review Across Disciplines

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Papers in this map

  1. Does health informatics have a replication crisis? · Enrico W Coiera · 2018 · 126 citations · Cited by this paper
  2. Prediction of Postoperative Vomiting Within 24 Hours Using Machine Learning With Large Language Model–Enhanced Interpretability: Development and Validation Study · 2026 · Related
  3. Online Sepsis Prediction Using Vital Signs and Multiscale Temporal-Aware Contrastive Learning: Model Development and Validation Study · 2026 · Related
  4. Machine Learning–Augmented Traditional Analysis of Lactate vs Lactate-to-Albumin Ratio for Predicting Mortality Risk in Patients With Sepsis: Large-Scale Retrospective Study · 2026 · Related
  5. Feasibility of Tailoring Artificial Intelligence–Assisted Ambient Scribes for Intensive Care Unit Rounds: Algorithm Development and Validation · 2026 · Related
  6. Large Language Model–Based Clinical Decision Support for Antibiotic Selection and Dose Recommendation in Hospitalized Patients With Pneumonia: Multicenter Retrospective Study · 2026 · Related
  7. Evaluation of an AI Medical Scribe After 236,153 Notes Generated Across Care Levels in a European Health System: Mixed Methods Retrospective Observational Study · 2026 · Related
  8. Machine Learning Prediction Model for Dyslipidemia and Its Association With Atherothrombotic Events in 3 Independent Cohorts From South Korea, Japan, and the United Kingdom: Algorithm Development and Validation Study · 2026 · Related
  9. A Secure User Interface for Preclinical Evaluation of AI in Patient Portal Message Management: Tutorial · 2026 · Related
  10. AI-Assisted Detection of Supraspinatus Tendon Pathologies Using a Hierarchical Deep Learning Model to Improve Clinical Applicability: Development and Evaluation Study · 2026 · Related
  11. The Swiss Personalized Health Network Metadata Catalog: Platform for Health Data Discovery and Exploration Based on Findable, Accessible, Interoperable, and Reusable Principles · 2026 · Related

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