Information Models

Added Value of Medical Subject Headings Terms in Search Strategies of Systematic Reviews: Comparative Study

Victor Leblanc, Aghiles Hamroun, Raphaël Bentegeac, Bastien Le Guellec, Rémi Lenain, Emmanuel Chazard

J Med Internet Res 2024 (Nov 19); 26:e53781

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Toward Better Semantic Interoperability of Data Element Repositories in Medicine: Analysis Study

Zhengyong Hu, Anran Wang, Yifan Duan, Jiayin Zhou, Wanfei Hu, Sizhu Wu

JMIR Med Inform 2024 (Sep 30); 12:e60293

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State-of-the-Art Fast Healthcare Interoperability Resources (FHIR)–Based Data Model and Structure Implementations: Systematic Scoping Review

Parinaz Tabari, Gennaro Costagliola, Mattia De Rosa, Martin Boeker

JMIR Med Inform 2024 (Sep 24); 12:e58445

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Creation of an Automated and Comprehensive Resident Progress System for Residents and to Save Hours of Faculty Time: Mixed Methods Study

Rimma Perotte, Alyssa Berns, Lana Shaker, Chayapol Ophaswongse, Joseph Underwood, Christina Hajicharalambous

JMIR Form Res 2024 (Sep 23); 8:e53314

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Standardizing Corneal Transplantation Records Using openEHR: Case Study

Diana Ferreira, Cristiana Neto, Francini Hak, António Abelha, Manuel Santos, José Machado

JMIR Med Inform 2024 (Sep 16); 12:e48407

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Using Discrete-Event Simulation to Model Web-Based Crisis Counseling Service Operation: Evaluation Study

Byron Chiang, Yik Wa Law, Paul Siu Fai Yip

JMIR Form Res 2024 (Aug 07); 8:e46823

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Data Lake, Data Warehouse, Datamart, and Feature Store: Their Contributions to the Complete Data Reuse Pipeline

Antoine Lamer, Chloé Saint-Dizier, Nicolas Paris, Emmanuel Chazard

JMIR Med Inform 2024 (Jul 17); 12:e54590

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Frameworks, Dimensions, Definitions of Aspects, and Assessment Methods for the Appraisal of Quality of Health Data for Secondary Use: Comprehensive Overview of Reviews

Jens Declerck, Dipak Kalra, Robert Vander Stichele, Pascal Coorevits

JMIR Med Inform 2024 (Mar 06); 12:e51560

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Use of Metadata-Driven Approaches for Data Harmonization in the Medical Domain: Scoping Review

Yuan Peng, Franziska Bathelt, Richard Gebler, Robert Gött, Andreas Heidenreich, Elisa Henke, Dennis Kadioglu, Stephan Lorenz, Abishaa Vengadeswaran, Martin Sedlmayr

JMIR Med Inform 2024 (Feb 14); 12:e52967

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Introducing the “AI Language Models in Health Care” Section: Actionable Strategies for Targeted and Wide-Scale Deployment

Alexandre Castonguay, Christian Lovis

JMIR Med Inform 2023 (Dec 21); 11:e53785

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The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research

Ashkan Pirmani, Edward De Brouwer, Lotte Geys, Tina Parciak, Yves Moreau, Liesbet M Peeters

JMIR Med Inform 2023 (Nov 09); 11:e48030

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Initiation Patterns and Transitions Among Adults Using Stimulant Drugs: Latent Transition Analysis

Joshua C Black, Hannah L Burkett, Karilynn M Rockhill, Richard Olson, Richard C Dart, Janetta Iwanicki

J Med Internet Res 2023 (Oct 05); 25:e46747

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Structure of Health Information With Different Information Models: Evaluation Study With Competency Questions

Anna Rossander, Daniel Karlsson

JMIR Med Inform 2023 (Jul 31); 11:e46477

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A Data Transformation Methodology to Create Findable, Accessible, Interoperable, and Reusable Health Data: Software Design, Development, and Evaluation Study

A Anil Sinaci, Mert Gencturk, Huseyin Alper Teoman, Gokce Banu Laleci Erturkmen, Celia Alvarez-Romero, Alicia Martinez-Garcia, Beatriz Poblador-Plou, Jonás Carmona-Pírez, Matthias Löbe, Carlos Luis Parra-Calderon

J Med Internet Res 2023 (Mar 08); 25:e42822

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Optimizing the Implementation of Clinical Predictive Models to Minimize National Costs: Sepsis Case Study

Parker Rogers, Aaron E Boussina, Supreeth P Shashikumar, Gabriel Wardi, Christopher A Longhurst, Shamim Nemati

J Med Internet Res 2023 (Feb 13); 25:e43486

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Coronary Artery Computed Tomography Angiography for Preventing Cardio-Cerebrovascular Disease: Observational Cohort Study Using the Observational Health Data Sciences and Informatics’ Common Data Model

Woo Kyung Bae, Jihoon Cho, Seok Kim, Borham Kim, Hyunyoung Baek, Wongeun Song, Sooyoung Yoo

JMIR Med Inform 2022 (Oct 13); 10(10):e41503

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Modeling Years of Life Lost Due to COVID-19, Socioeconomic Status, and Nonpharmaceutical Interventions: Development of a Prediction Model

Jari John

JMIRx Med 2022 (Apr 12); 3(2):e30144

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A Traditional Chinese Medicine Syndrome Classification Model Based on Cross-Feature Generation by Convolution Neural Network: Model Development and Validation

Zonghai Huang, Jiaqing Miao, Ju Chen, Yanmei Zhong, Simin Yang, Yiyi Ma, Chuanbiao Wen

JMIR Med Inform 2022 (Apr 06); 10(4):e29290

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Identifying Electronic Nicotine Delivery System Brands and Flavors on Instagram: Natural Language Processing Analysis

Rob Chew, Michael Wenger, Jamie Guillory, James Nonnemaker, Annice Kim

J Med Internet Res 2022 (Jan 18); 24(1):e30257

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Explaining Online Information Seeking Behaviors in People With Different Health Statuses: German Representative Cross-sectional Survey

Elena Link, Eva Baumann, Christoph Klimmt

J Med Internet Res 2021 (Dec 10); 23(12):e25963

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