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Data Interoperability in COVID-19 Vaccine Trials: Methodological Approach in the VACCELERATE Project

Salma Malik, Zoi Pana Dorothea, Christos D Argyropoulos, Sophia Themistocleous, Alan J Macken, Olena Valdenmaiier, Frank Scheckenbach, Elena Bardach, Andrea Pfeiffer, Katherine Loens, Jordi Cano Ochando, Oliver A Cornely, Jacques Demotes-Mainard, Sergio Contrino, Gerd Felder

JMIR Med Inform 2025;13:e65590

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Emerging Domains for Measuring Health Care Delivery With Electronic Health Record Metadata

Daniel Tawfik, Adam Rule, Aram Alexanian, Dori Cross, A Jay Holmgren, Sunny S Lou, Eugenia McPeek Hinz, Christian Rose, Ratnalekha V N Viswanadham, Rebecca G Mishuris, Jorge M Rodríguez-Fernández, Eric W Ford, Sarah T Florig, Christine A Sinsky, Nate C Apathy

J Med Internet Res 2025;27:e64721

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How to Design Electronic Case Report Form (eCRF) Questions to Maximize Semantic Interoperability in Clinical Research

Eugenia Rinaldi, Caroline Stellmach, Sylvia Thun

Interact J Med Res 2025;14:e51598

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Exploring Metadata Catalogs in Health Care Data Ecosystems: Taxonomy Development Study

Simon Scheider, Mostafa Kamal Mallick

JMIR Form Res 2025;9:e63396

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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;12:e60293

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Assessment of Clinical Metadata on the Accuracy of Retinal Fundus Image Labels in Diabetic Retinopathy in Uganda: Case-Crossover Study Using the Multimodal Database of Retinal Images in Africa

Simon Arunga, Katharine Elise Morley, Teddy Kwaga, Michael Gerard Morley, Luis Filipe Nakayama, Rogers Mwavu, Fred Kaggwa, Julius Ssempiira, Leo Anthony Celi, Jessica E Haberer, Celestino Obua

JMIR Form Res 2024;8:e59914

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Making Metadata Machine-Readable as the First Step to Providing Findable, Accessible, Interoperable, and Reusable Population Health Data: Framework Development and Implementation Study

David Amadi, Sylvia Kiwuwa-Muyingo, Tathagata Bhattacharjee, Amelia Taylor, Agnes Kiragga, Michael Ochola, Chifundo Kanjala, Arofan Gregory, Keith Tomlin, Jim Todd, Jay Greenfield, INSPIRE INSPIRE Network

Online J Public Health Inform 2024;16:e56237

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Traceable Research Data Sharing in a German Medical Data Integration Center With FAIR (Findability, Accessibility, Interoperability, and Reusability)-Geared Provenance Implementation: Proof-of-Concept Study

Kerstin Gierend, Dagmar Waltemath, Thomas Ganslandt, Fabian Siegel

JMIR Form Res 2023;7:e50027

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The Status of Data Management Practices Across German Medical Data Integration Centers: Mixed Methods Study

Kerstin Gierend, Sherry Freiesleben, Dennis Kadioglu, Fabian Siegel, Thomas Ganslandt, Dagmar Waltemath

J Med Internet Res 2023;25:e48809

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Pre2Pub—Tracking the Path From Preprint to Journal Article: Algorithm Development and Validation

Lisa Langnickel, Daria Podorskaja, Juliane Fluck

J Med Internet Res 2022;24(4):e34072

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