A Causal Perspective on OSIM2 Data Generation, with Implications for Simulation Study Design and Interpretation by Gruber Susan

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Advancing Toward a Common Data Model in Ophthalmology by Cindy X. Cai, MD, MS, William Halfpenny, MB, BChir, MEng, Michael V. Boland, MD, PhD, Harold P. Lehmann, MD, PhD, Michelle Hribar, PhD, Kerry E. Goetz, MS, Sally L. Baxter, MD, MSc

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Maximizing Research on Long COVID using FHIR and OMOP by Eugenia RINALDI, Lorenzo CANZIANI, Salvatore CAUTADELLA, Chiara DELLACASA, Anna GORSKA, Juan Mata NARANJO, Thomas OSMO, Miroslav PUSKARIC, Elisa ROSSI, Sylvia THUN

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Putting external validation performance of major bleeding risk models into context by Clair Blacketer, Clair Blacketer, Jenna M. Reps, Jenna M. Reps, Lu Wang, Patrick B. Ryan, Patrick B. Ryan, Zhong Yuan

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Development and validation of the SickKids Enterprise-wide Data in Azure Repository (SEDAR) by Lin Lawrence Guo, Maryann Calligan, Emily Vettese, Sadie Cook, George Gagnidze, Oscar Han, Jiro Inoue, Joshua Lemmon, Johnson Li, Medhat Roshdi, Bohdan Sadovy, Steven Wallace, Lillian Sung

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Development of an OpenMRS-OMOP ETL tool to support informatics research and collaboration in LMICs by Juan Espinoza, Sab Sikder, Armine Lulejian, Barry Levine

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Semi-Automated Mapping of German Study Data Concepts to an English Common Data Model by Anna Chechulina, Jasmin Carus, Philipp Breitfeld, Christopher Gundler, Hanna Hees, Raphael Twerenbold, Stefan Blankenberg, Frank Ückert, Sylvia Nürnberg

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A methodology for cohort harmonisation in multicentre clinical research by João Rafael Almeida, Luís Bastão Silva, Isabelle Bos, Pieter Jelle Visser, José Luís Oliveira

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BIcenter-AD: Harmonising Alzheimer’s Disease cohorts using a common ETL tool by João Rafael Almeida, Alejandro Pazos, José Luís Oliveira

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Conceptual design of a generic data harmonization process for OMOP common data model by Elisa Henke, Michele Zoch, Yuan Peng, Ines Reinecke, Martin Sedlmayr, Franziska Bathelt

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Multi-Center Healthcare Data Quality Measurement Model and Assessment Using OMOP CDM by Ki-Hoon Kim, Wona Choi, Soo-Jeong Ko, Dong-Jin Chang, Yeon-Woog Chung, Se-Hyun Chang, Jae-Kwon Kim, Dai-Jin Kim, In-Young Choi

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Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospect... by Erica A. Voss, Azza Shoaibi, Lana Yin Hui Lai, Clair Blacketer, Thamir Alshammari, Rupa Makadia, Kevin Haynes, Anthony G. Sena, Gowtham Rao, Sebastiaan van Sandijk, Clement Fraboulet, Laurent Boyer, Tanguy Le Carrour, Scott Horban, Daniel R. Morales, Jordi Martínez Roldán, Juan Manuel Ramírez-Anguita, Miguel A. Mayer, Marcel de Wilde, Luis H. John, Talita Duarte-Salles, Elena Roel, Andrea Pistillo, Raivo Kolde, Filip Maljković, Spiros Denaxas, Vaclav Papez, Michael G. Kahn, Karthik Natarajan, Christian Reich, Alex Secora, Evan P. Minty, Nigam H. Shah, Jose D. Posada, Maria Teresa Garcia Morales, Diego Bosca, Honorio Cadenas Juanino, Antonio Diaz Holgado, Miguel Pedrera Jiménez, Pablo Serrano Balazote, Noelia García Barrio, Selçuk Şen, Ali Yağız Üresin, Baris Erdogan, Luc Belmans, Geert Byttebier, Manu L.N.G. Malbrain, Daniel J. Dedman, Zara Cuccu, Rohit Vashisht, Atul J. Butte, Ayan Patel, Lisa Dahm, Cora Han, Fan Bu, Faaizah Arshad, Anna Ostropolets, Fredrik Nyberg, George Hripcsak, Marc A. Suchard, Dani Prieto-Alhambra, Peter R. Rijnbeek, Martijn J. Schuemie, Patrick B. Ryan

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Implementing a Common Data Model in Ophthalmology: Mapping Structured Electronic Health Record Ophthalmic Examination Data to Standard Vocabularies by Justin C. Quon, MD, Christopher P. Long, MD, William Halfpenny, MBBS, MEng, Amy Chuang, MS, Cindy X. Cai, MD, MS, Sally L. Baxter, MD, MSc, Vamsi Daketi, MS, Amanda Schmitz, BS, Neil Bahroos, MS, Benjamin Y. Xu, MD, PhD, Brian C. Toy, MD

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How to customize common data models for rare diseases: an OMOP-based implementation and lessons learned by Najia Ahmadi, Michele Zoch, Oya Guengoeze, Carlo Facchinello, Antonia Mondorf, Katharina Stratmann, Khader Musleh, Hans-Peter Erasmus, Jana Tchertov, Richard Gebler, Jannik Schaaf, Lena S. Frischen, Azadeh Nasirian, Jiabin Dai, Elisa Henke, Douglas Tremblay, Andrew Srisuwananukorn, Martin Bornhäuser, Christoph Röllig, Jan-Niklas Eckardt, Jan Moritz Middeke, Markus Wolfien, Martin Sedlmayr

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Using the Data Quality Dashboard to Improve the EHDEN Network by Clair Blacketer, Erica A. Voss, Frank DeFalco, Nigel Hughes, Martijn J. Schuemie, Maxim Moinat, Peter R. Rijnbeek

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Mapping from openEHR to FHIR and OMOP CDM to support interoperability for infection control by Rinaldi, Eugenia, Thun, Sylvia

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Incidence of mental health diagnoses during the COVID-19 pandemic: a multinational network study by Yi Chai, Kenneth K. C. Man, Hao Luo, Carmen Olga Torre, Yun Kwok Wing, Joseph F. Hayes, David P. J. Osborn, Wing Chung Chang, Xiaoyu Lin, Can Yin, Esther W. Chan, Ivan C. H. Lam, Stephen Fortin, David M. Kern, Dong Yun Lee, Rae Woong Park, Jae-Won Jang, Jing Li, Sarah Seager, Wallis C. Y. Lau, Ian C. K. Wong

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Transforming the Information System for Research in Primary Care (SIDIAP) in Catalonia to the OMOP Common Data Model and Its Use for COVID-19 Research by Raventós B, Fernández-Bertolín S, Aragón M, Voss EA, Blacketer C, Méndez-Boo L, Recalde M, Roel E, Pistillo A, Reyes C, van Sandijk S, Halvorsen L, Rijnbeek PR, Burn E, Duarte-Salles T

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Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS by Kostka K, Duarte-Salles T, Prats-Uribe A, Sena AG, Pistillo A, Khalid S, Lai LYH, Golozar A, Alshammari TM, Dawoud DM, Nyberg F, Wilcox AB, Andryc A, Williams A, Ostropolets A, Areia C, Jung CY, Harle CA, Reich CG, Blacketer C, Morales DR, Dorr DA, Burn E, Roel E, Tan EH, Minty E, DeFalco F, de Maeztu G, Lipori G, Alghoul H, Zhu H, Thomas JA, Bian J, Park J, Martínez Roldán J, Posada JD, Banda JM, Horcajada JP, Kohler J, Shah K, Natarajan K, Lynch KE, Liu L, Schilling LM, Recalde M, Spotnitz M, Gong M, Matheny ME, Valveny N, Weiskopf NG, Shah N, Alser O, Casajust P, Park RW, Schuff R, Seager S, DuVall SL, You SC, Song S, Fernández-Bertolín S, Fortin S, Magoc T, Falconer T, Subbian V, Huser V, Ahmed WUR, Carter W, Guan Y, Galvan Y, He X, Rijnbeek PR, Hripcsak G, Ryan PB, Suchard MA, Prieto-Alhambra D

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The DERMACLEAR study: Verification results of a natural language processing system in dermatology by Francisco J. Ortiz de Frutos, Ana M. Giménez‐Arnau, Lluís Puig, Juan F. Silvestre, Esther Serra, Laura Salgado‐Boquete, Vicente García‐Patos, Jose L. L. Estebaranz, Jaime Notario, Ana Martin‐Santiago, Gabriel M. Pontevia, Víctor Martín, Guillermo Guinea, Pau Terradas, Esteban Daudén

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