Deliverables
This deliverable will provide an update on the analytical pipeline for patient-level prediction and risk effect estimation. Moreover, it will contain results of proof-of-concept studies in these domains.
Report on educational and training material for the developed analytical tools (1)Report on the training materials that have been developed and a status on the delivery to the different target audiences (SME's, researchers, hospitals and GPs, registries and biobanks etc.).
Yearly Progress report on technical framework (4)A description of the progress on the technical platform and outlook for the following 12 months.
Yearly Progress report on technical framework (2)A description of the progress on the technical platform and outlook for the following 12 months.
Selected priority therapeutic areasA short report on the completion of task 2.1
Final version of the Framework for quality benchmarkingThis deliverable will offer the comprehensive framework.
Yearly Progress report on technical framework (1)A description of the progress on the technical platform and outlook for the following 12 months.
Report on key data source/s of interest for WP1 Use CasesThis report will provide the rationale for mapping different types of data as relevant for the proposed use cases.
First Report on educational and training material for the developed analytical toolsThis deliverable will provide an update on the creation of educational and training material for the analytical tools developed in this work package.
"Results of ""validation"" Use Case 1 study"A validation study, replicating analyses on RMM Effectiveness (Use Case 1) using unmapped as well as OMOP-mapped data will be conducted. A report with its results will be delivered by the end of Month 37.
Results of first Use Case 2 studyA report with results from the first proof-of-concept drug/device safety study will be submitted by Month 53
Results of Use Case 3 studyThe results of Use Case 3 studies will be reported by Month 48.
Report on Federated Network Studies (1)These deliverables will update on the deployment of the study execution pipeline in the context of the Use Case in WP1-3 and possibly for other stakeholders later in the project.
Ethics Advisory Board nominationNomination of the Ethics Advisory Board pursuant to the Ethics Review
Report on liaison with other BD4BO projectsThis deliverable will report on the relationship and collaborations established with other BD4BO projects, with an evaluation of results obtained and impact.
Selection of use cases for personalized medicineWe will perform a survey including all the stakeholders to develop a list to use cases for the personalized medicine pipeline. This will include prediction and risk effect estimation use cases.
Workshop for HTA and payer community: demonstrate the OMOP-CDM for generating meaningful HTA + payer evidence (2)Short workshop report of the second workshop (task 2.5)
Third Report on the implementation of the analytical pipeline for personalized medicineThis deliverable will provide an update on the analytical pipeline, including the disease trajectory pipeline.
First Report on the implementation of selected use cases in the data networkThis report describes the progress made on testing the analytical pipelines in the data network.
First report on community buildingThis deliverable will report the results of deployment of outreach activities in terms of stakeholders (both institutions and professionals) successfully involved in EHDEN and established working dynamics, describing gaps and areas that should be reinforced according to the evolution of the field.
ICHOM standards defined using OMOP terminologyThis deliverable provides insight on how the prioritized ICHOM standard sets as defined in D2.1 can be implemented using the OMOP-CDM.
Analysis of potential Public-Private Partnership exploitation modelsThis deliverable will analyse both successful and unsuccessful exploitation models used by initiatives similar to EHDEN, studying their application domain and their potential to serve as blueprint for EHDEN sustainability.
Roadmap for interoperability solutionsDescription of the process for and technology applied for interoperability with other 'standard' platforms.
Workshop for HTA and payer community: demonstrate the OMOP-CDM for generating meaningful HTA + payer evidenceShort workshop report of the first workshop (task 2.5)
Report on SME Certification Procedure and Data Source Grant Awarding Procedure developed and implementedReport on SME Certification Procedure and Data Source Grant Awarding Procedure developed and implemented. This will include the Open Call announcement text and instructions for applicants, definition of selection and evaluation committees and description of eligibility criteria.
Stakeholder mappingThis deliverable will report on the different stakeholder types that will need a value proposition for successful outreach, including if necessary sub-categories.
Report on Federated Network Studies (2)These deliverables will update on the deployment of the study execution pipeline in the context of the Use Case in WP1-3 and possibly for other stakeholders.
Final Report on the implementation of the analytical pipeline for personalized medicineThis deliverable will provide an update on the analytical pipeline, including the disease trajectory pipeline
First Report on the implementation of the analytical pipeline for personalized medicineThis deliverable will provide an update on the analytical pipeline for patient-level prediction and risk effect estimation
First version of the Framework for quality benchmarkingThis deliverable will contain the description of the quality management and control framework with a primary focus on the mapping process, also incorporating stakeholder consultations.
Report on Quality Assurance and Control ProceduresThis report discusses the implementation of the quality assurance and control procedures for the full eco-system.
Yearly Progress report on technical framework (3)A description of the progress on the technical platform and outlook for the following 12 months
Technical framework design and architectureThe identification of the individual components, the functional and technical integration of these components in the EHDEN platform are the subject of this first deliverable.
Assessment of regulatory requirements for patient-level decision makingReport on the mapping of regulatory requirements across Europe for risk prediction models.
Tools for interrupted time series analyses will be integrated and fully accessible as part of the EHDEN toolkit.
OMOP-CDM enhancements for Outcome Driven HealthcareThis deliverable describes the changes needed in the OMOP-CDM to capture the information for the ICHOM standard sets and Patient Reported Outcomes in general. This includes structural changes as well as changes to the Standardized Vocabularies.
We will provide online training materials for researchers to conduct ITS analyses within the EHDEN ecosystem.
Publications
Author(s):
Gauffin, Oskar; Brand, Judith S.; Hedfors Vidlin, Sara; Sartori, Daniele; Asikainen, Suvi; Català, Martí; Chalabi, Etir; Dedman, Daniel; Danilovic, Ana; Duarte-Salles, Talita; García Morales, Maria Teresa; Hiltunen, Saara; Jödicke, Annika M.; Lazarevic, Milan; Mayer, Miguel A.; Miladinovic, Jelena; Mitchell, Joseph; Pistillo, Andrea; Ramírez-Anguita, Juan Manuel; Reyes, Carlen; Rudolph, Annet
Published in:
Drug Safety, 2023, ISSN 0114-5916
Publisher:
Adis International Ltd.
DOI:
10.1007/s40264-023-01353-w
Author(s):
Seinen, Tom M.; Kors, Jan A.; van Mulligen, Erik M.; Fridgeirsson, Egill; Rijnbeek, Peter R.
Published in:
J Am Med Inform Assoc, 2023, ISSN 1527-974X
Publisher:
Oxford University Press
DOI:
10.1093/jamia/ocad160
Author(s):
Sebastiaan Remmers, Lana Lai Yin Hui, Carolin Schimmelpfennig, Peter-Paul Willemsen, Markus Kreuz, Philip Cornford, Nicolas Mottet, Nazanin Zounemat-Kermani
Published in:
Protocol Exhange, 2021, ISSN 2043-0116
Publisher:
Nature Publisher
DOI:
10.21203/rs.3.pex-1525/v1
Author(s):
Sara Khalid, Cynthia Yang, Clair Blacketer, View ORCID ProfileTalita Duarte-Salles, Sergio Fernández-Bertolín, Chungsoo Kim, Rae Woong Park, Jimyung Park, Martijn Schuemie, View ORCID ProfileAnthony Sena, View ORCID ProfileMarc A. Suchard, Seng Chan You, Peter Rijnbeek, Jenna Reps
Published in:
Computer Methods and Programs in Biomedicine, 2021, ISSN 0169-2607
Publisher:
Elsevier BV
DOI:
10.1016/j.cmpb.2021.106394
Author(s):
Prats-Uribe A, Xie J, Prieto-Alhambra D, Petersen I.
Published in:
Clin Epidemiol, 2021, ISSN 1179-1349
Publisher:
Dove Medical Press Ltd
DOI:
10.2147/clep.s300597
Author(s):
Recalde M, Pistillo A, Fernandez-Bertolin S, Roel E, Aragon M, Freisling H, Prieto-Alhambra D, Burn E, Duarte-Salles T.
Published in:
The Journal of Clinical Endocrinology & Metabolism, 2021, ISSN 0021-972X
Publisher:
The Endocrine Society
DOI:
10.1210/clinem/dgab546
Author(s):
Williams, Ross D.; Markus, Aniek F.; Yang, Cynthia; Duarte-Salles, Talita; DuVall, Scott L.; Falconer, Thomas; Jonnagaddala, Jitendra; Kim, Chungsoo; Rho, Yeunsook; Williams, Andrew E.; Alberga Machado, Amanda; Ho An, Min; Aragón, María; Areia, Carlos; Burn, Edward; Hwa Choi, Young; Drakos, Ioannis; Fernandes Abrahão, Maria Tereza; Fernández‐Bertolín, Sergio; Hripcsak, George; Skov Kaas‐H
Published in:
BMC Med Res Methodol, 2022, ISSN 1471-2288
Publisher:
BioMed Central
DOI:
10.1186/s12874-022-01505-z
Author(s):
Burn E, Tebé C, Fernandez-Bertolin S, Aragon M, Recalde M, Roel E, Prats-Uribe A, Prieto-Alhambra D, Duarte-Salles T.
Published in:
Nature Communications, 2021, ISSN 2041-1723
Publisher:
Nature Publishing Group
DOI:
10.1038/s41467-021-21100-y
Author(s):
Tan EH, Sena AG, Prats-Uribe A, You SC, Ahmed WU, Kostka K, Reich C, Duvall SL, Lynch KE, Matheny ME, Duarte-Salles T, Bertolin SF, Hripcsak G, Natarajan K, Falconer T, Spotnitz M, Ostropolets A, Blacketer C, Alshammari TM, Alghoul H, Alser O, Lane JCE, Dawoud DM, Shah K, Yang Y, Zhang L, Areia C, Golozar A, Recalde M, Casajust P, Jonnagaddala J, Subbian V, Vizcaya D, Lai LYH, Nyberg F, Morales DR
Published in:
Rheumatology, 2021, ISSN 1462-0324
Publisher:
Oxford University Press
DOI:
10.1093/rheumatology/keab250
Author(s):
Roel E, Pistillo A, Recalde M, Sena AG, Fernández-Bertolín S, Aragón M, Puente D, Ahmed WU, Alghoul H, Alser O, Alshammari TM, Areia C, Blacketer C, Carter W, Casajust P, Culhane AC, Dawoud D, DeFalco F, DuVall SL, Falconer T, Golozar A, Gong M, Hester L, Hripcsak G, Tan EH, Jeon H, Jonnagaddala J, Lai LYH, Lynch KE, Matheny ME, Morales DR, Natarajan K, Nyberg F, Ostropolets A, Posada JD, Prats
Published in:
Cancer Epidemiol Biomarkers Prev., 2021, ISSN 1055-9965
Publisher:
American Association for Cancer Research
DOI:
10.1158/1055-9965.epi-21-0266
Author(s):
Xintong Li; Anna Ostropolets; Rupa Makadia; Azza Shaoibi; Gowtham Rao; Anthony G. Sena; Eugenia Martinez-Hernandez; Antonella Delmestri; Katia Verhamme; Peter R Rijnbeek; Talita Duarte-Salles; Marc Suchard; Patrick Ryan; George Hripcsak; Daniel Prieto-Alhambra
Published in:
BMJ, 2021, ISSN 2044-6055
Publisher:
BMJ Publishing Group
DOI:
10.1136/bmj.n1435
Author(s):
Edward Burn, Seng Chan You, Anthony G. Sena, Kristin Kostka, Hamed Abedtash, Maria Tereza F. Abrahão, Amanda Alberga, Heba Alghoul, Osaid Alser, Thamir M. Alshammari, Maria Aragon, Carlos Areia, Juan M. Banda, Jaehyeong Cho, Aedin C. Culhane, Alexander Davydov, Frank J. DeFalco, Talita Duarte-Salles, Scott DuVall, Thomas Falconer, Sergio Fernandez-Bertolin, Weihua Gao, Asieh Golozar, Jill Hardin,
Published in:
Nature Communications, Issue 11/1, 2020, ISSN 2041-1723
Publisher:
Nature Publishing Group
DOI:
10.1038/s41467-020-18849-z
Author(s):
Morris Swertz, Esther van Enckevort, José Luis Oliveira, Isabel Fortier, Julie Bergeron, Nicolas H Thurin, Eleanor Hyde, Alexander Kellmann, Romin Pahoueshnja, Miriam Sturkenboom, Marianne Cunnington, Anne-Marie Nybo Andersen, Yannick Marcon, Gonçalo Gonçalves, Rosa Gini
Published in:
Yearbook of Medical Informatics, 2023, ISSN 2364-0502
Publisher:
Thieme Group
DOI:
10.1055/s-0042-1742522
Author(s):
Oja, Marek; Tamm, Sirli; Mooses, Kerli; Pajusalu, Maarja; Talvik, Harry-Anton; Ott, Anne; Laht, Marianna; Malk, Maria; Lõo, Marcus; Holm, Johannes; Haug, Markus; Šuvalov, Hendrik; Särg, Dage; Vilo, Jaak; Laur, Sven; Kolde, Raivo; Reisberg, Sulev
Published in:
JAMIA Open, 2023, ISSN 2574-2531
Publisher:
Oxford University Press
DOI:
10.1093/jamiaopen/ooad100
Author(s):
Giorgio Gandaglia, Kees van Bochove, Anders Bjartell, Alberto Briganti, Phil Conford, Susan Evans Axelsson, Asieh Golozar, Mieke Van Hemelrijck, Katharina Beyer, Peter-Paul Willemse, Muhammad Imran Omar, James N’Dow, Alex Asiimwe, Monique Roobol, Robert Snijder, Carl Steinbeisser, Roderick Van Den Bergh, Samuel Fatoba, Ariel Achtman, Thamir M Alshammari, Nicolas Thurin, Adam Kinnaird, Sebastian
Published in:
Protocol Exchange, 2021, ISSN 2043-0116
Publisher:
Nature Publication
DOI:
10.21203/rs.3.pex-1468/v1
Author(s):
Luis H John, Jan A Kors, Jenna M Reps, Patrick B Ryan, Peter R Rijnbeek
Published in:
JAMIA Open, 2022, ISSN 2574-2531
Publisher:
Oxford University Press on behalf of the American Medical Informatics Association
DOI:
10.1093/jamiaopen/ooac021
Author(s):
Jenna Wong, Daniel Prieto‑Alhambra, Peter R. Rijnbeek, Rishi J. Desai, Jenna M. Reps, Sengwee Toh
Published in:
Drug Safety, 2022, ISSN 0114-5916
Publisher:
Adis International Ltd.
DOI:
10.1007/s40264-022-01158-3
Author(s):
Reps JM, Kim C, Williams RD, Markus AF, Yang C, Duarte-Salles T, Falconer T, Jonnagaddala J, Williams A, Fernández-Bertolín S, DuVall SL, Kostka K, Rao G, Shoaibi A, Ostropolets A, Spotnitz ME, Zhang L, Casajust P, Steyerberg EW, Nyberg F, Kaas-Hansen BS, Choi YH, Morales D, Liaw ST, Abrahão MTF, Areia C, Matheny ME, Lynch KE, Aragón M, Park RW, Hripcsak G, Reich CG, Suchard MA, You SC, Ryan P
Published in:
JMIR Med Inform, 2021, ISSN 2291-9694
Publisher:
JMIR Publications
DOI:
10.2196/21547
Author(s):
Alexandros Rekkas; David van Klaveren; Patrick B. Ryan; Ewout W. Steyerberg; David M. Kent; Peter R. Rijnbeek
Published in:
NPJ Digital Medicine, 2023, ISSN 2398-6352
Publisher:
Springer Mature
DOI:
10.1038/s41746-023-00794-y
Author(s):
Almeida, João R.; Coelho, Leonardo; Oliveira, José L.
Published in:
SoftwareX, 2022, ISSN 2352-7110
Publisher:
Amsterdam: Elsevier B.V.
DOI:
10.1016/j.softx.2021.100892
Author(s):
Carr A, Smith JA, Camaradou J, Prieto-Alhambra D.
Published in:
BMJ, 2021, ISSN 2044-6055
Publisher:
BMJ Publishing Group
DOI:
10.1136/bmj.n339
Author(s):
Middleton R, Poveda JL, Orfila Pernas F, Martinez Laguna D, Diez Perez A, Nogués X, Carbonell Abella C, Reyes C, Prieto-Alhambra D.
Published in:
J Gerontol A Biol Sci Med Sci, 2021, ISSN 1079-5006
Publisher:
Gerontological Society of America
DOI:
10.1093/gerona/glab102
Author(s):
Rekkas, Alexandros; Rijnbeek, Peter R.; Kent, David M.; Steyerberg, Ewout W.; van Klaveren, David
Published in:
BMC Med Res Methodol, Issue 18, 2023, ISSN 1471-2288
Publisher:
BioMed Central
DOI:
10.1186/s12874-023-01889-6
Author(s):
Clair Blacketer, Erica A Voss, Frank DeFalco, Nigel Hughes, Martijn J Schuemie, Maxim Moinat, Peter R Rijnbeek
Published in:
Journal of Applied Sciences, 2021, ISSN 2076-3417
Publisher:
MDPI
DOI:
10.3390/app112411920
Author(s):
Jenna Marie Reps, Ross D. Williams, Martijn J. Schuemie , Patrick B. Ryan and Peter R. Rijnbeek
Published in:
BMC Medical Informatics and Decision Making, 2022, ISSN 1472-6947
Publisher:
BioMed Central
DOI:
10.1186/s12911-022-01879-6
Author(s):
Seamus Kent, Edward Burn, Dalia Dawoud, Pall Jonsson, Jens Torup Østby, Nigel Hughes, Peter Rijnbeek, Jacoline C. Bouvy
Published in:
PharmacoEconomics, 2020, ISSN 1170-7690
Publisher:
Adis International Ltd.
DOI:
10.1007/s40273-020-00981-9
Author(s):
Luis H John, Jan A Kors, Jenna M Reps, Patrick B Ryan, Peter R Rijnbeek
Published in:
Int J Med Inform, 2022, ISSN 1386-5056
Publisher:
Elsevier BV
DOI:
10.1016/j.ijmedinf.2022.104762
Author(s):
Díaz, Carlos; Killin, Lewis; Hughes, Nigel
Published in:
Front Neurol, 2022, ISSN 1664-2295
Publisher:
Frontiers Research Foundation
DOI:
10.3389/fneur.2022.1050360
Author(s):
Patricia Biedermann, Rose Ong, Alexander Davydov, Alexandra Orlova, Philip Solovyev, Hong Sun, Graham Wetherill, Monika Brand, Eva-Maria Didden
Published in:
BMC Medical Research Methodology, 2021, ISSN 1471-2288
Publisher:
BioMed Central
DOI:
10.1186/s12874-021-01434-3
Author(s):
Recalde M, Roel E, Pistillo A, Sena AG, Prats-Uribe A, Ahmed WU, Alghoul H, Alshammari TM, Alser O, Areia C, Burn E, Casajust P, Dawoud D, DuVall SL, Falconer T, Fernández-Bertolín S, Golozar A, Gong M, Lai LYH, Lane JCE, Lynch KE, Matheny ME, Mehta PP, Morales DR, Natarjan K, Nyberg F, Posada JD, Reich CG, Rijnbeek PR, Schilling LM, Shah K, Shah NH, Subbian V, Zhang L, Zhu H, Ryan P, Prieto-Alh
Published in:
International Journal of Obesity, 2022, ISSN 0307-0565
Publisher:
Nature Publishing Group
DOI:
10.1038/s41366-021-00893-4
Author(s):
Seinen, Tom M.; Fridgeirsson, Egill A.; Ioannou, Solomon; Jeannette, Daniel; John, Luis H.; Kors, Jan A.; Markus, Aniek F.; Pera, Victor; Reekas, Alexandros; Williams, Ross D.; Yang, Cynthia; van Mulligen, Erik M.; Rijnbeek, Peter R.
Published in:
J Am Med Inform Assoc, 2022, ISSN 1067-5027
Publisher:
Hanley and Belfus, Inc.
DOI:
10.1093/jamia/ocac058
Author(s):
Cynthia Yang, Jan A Kors, Solomon Ioannou, Luis H John, Aniek F Markus, Alexandros Rekkas, Maria A J de Ridder, Tom M Seinen, Ross D Williams, Peter R Rijnbeek
Published in:
J Am Med Inform Assoc, 2022, ISSN 1067-5027
Publisher:
Hanley and Belfus, Inc.
DOI:
10.1093/jamia/ocac002
Author(s):
Xintong Li, Berta Raventós, Elena Roel, Andrea Pistillo, Eugenia Martinez-Hernandez, Antonella Delmestri, Carlen Reyes, Victoria Strauss, Daniel Prieto-Alhambra, Edward Burn, Talita Duarte-Salles
Published in:
BMJ, 2022, ISSN 1756-1833
Publisher:
BMA
DOI:
10.1136/bmj-2021-068373
Author(s):
Aniek F Markus , Katia M C Verhamme, Jan A Kors, Peter R Rijnbeek
Published in:
Comput Methods Programs Biomed, 2022, ISSN 0169-2607
Publisher:
Elsevier BV
DOI:
10.1016/j.cmpb.2022.107081
Author(s):
Morales, Daniel R.; Ostropolets, Anna; Lai, Lana; Sena, Anthony; DuVall, Scott; Suchard, Marc; Verhamme, Katia; Rijnbeek, Peter; Posada, Joe; Ahmed, Waheed; Alshammary, Thamer; Alghoul, Heba; Alser, Osaid; Areia, Carlos; Blacketer, Clair; Burn, Edward; Casajust, Paula; Chan You, Seng; Dawoud, Dalia; Golozar, Asieh; Gong, Menchung; Jonnagaddala, Jitendra; Lynch, Kristine; Matheny, Michael; Minty, E
Published in:
Journal of Asthma, 2022, ISSN 0277-0903
Publisher:
Marcel Dekker Inc.
DOI:
10.1080/02770903.2021.2025392
Author(s):
Duarte-Salles T, Vizcaya D, Pistillo A, Casajust P, Sena AG, Lai LYH, Prats-Uribe A, Ahmed WU, Alshammari TM, Alghoul H, Alser O, Burn E, You SC, Areia C, Blacketer C, DuVall S, Falconer T, Fernandez-Bertolin S, Fortin S, Golozar A, Gong M, Tan EH, Huser V, Iveli P, Morales DR, Nyberg F, Posada JD, Recalde M, Roel E, Schilling LM, Shah NH, Shah K, Suchard MA, Zhang L, Zhang Y, Williams AE, Reich C
Published in:
Pedatrics, 2021, ISSN 0031-4005
Publisher:
American Academy of Pediatrics
DOI:
10.1542/peds.2020-042929
Author(s):
Aniek F. Markus, Peter R. Rijnbeek, Jenna R. Reps
Published in:
Proceedings of Machine Learning Research, 2022, ISSN 2640-3498
Publisher:
Cambridge MA: JMLR
DOI:
10.5281/zenodo.7377296
Author(s):
Edward Burn, James Weaver, Daniel Morales, Albert Prats-Uribe, Antonella Delmestri, Victoria Y Strauss, Ying He, Danielle E Robinson, Rafael Pinedo-Villanueva, Spyros Kolovos, Talita Duarte-Salles, William Sproviero, Dahai Yu, Michel Van Speybroeck, Ross Williams, Luis H John, Nigel Hughes, Anthony G Sena, Ruth Costello, Belay Birlie, David Culliford, Caroline O'Leary, Henry Morgan, Theresa Burkar
Published in:
The Lancet Rheumatology, Issue 1/4, 2019, Page(s) e229-e236, ISSN 2665-9913
Publisher:
Elsevier
DOI:
10.1016/s2665-9913(19)30075-x
Author(s):
Alina Trifan, José Luís Oliveira
Published in:
Journal of Biomedical Informatics, Issue 93, 2019, Page(s) 103154, ISSN 1532-0464
Publisher:
Academic Press
DOI:
10.1016/j.jbi.2019.103154
Author(s):
Roel E, Pistillo A, Recalde M, Fernández-Bertolín S, Aragón M, Soerjomataram I, Jenab M, Puente D, Prieto-Alhambra D, Burn E, Duarte-Salles T.
Published in:
Cancer Epidemiology, 2021, ISSN 1877-7821
Publisher:
Elsevier BV
DOI:
10.1002/ijc.33846
Author(s):
Almeida, João Rafael; Figueira Silva, João; Matos, Sérgio; Oliveira, José Luís
Published in:
Journal of Biomedical Informatics, 2022, ISSN 1532-0464
Publisher:
Academic Press
DOI:
10.1016/j.jbi.2021.103849
Author(s):
Jenna M. Reps, Ross D. Williams, Seng Chan You, Thomas Falconer, Evan Minty, Alison Callahan, Patrick B. Ryan, Rae Woong Park, Hong-Seok Lim, Peter Rijnbeek
Published in:
BMC Medical Research Methodology, Issue 20/1, 2020, ISSN 1471-2288
Publisher:
BioMed Central
DOI:
10.1186/s12874-020-00991-3
Author(s):
Aniek F. Markus, Jan A. Kors, Peter R. Rijnbeek
Published in:
Journal of Biomedical Informatics, Issue 113, 2021, Page(s) 103655, ISSN 1532-0464
Publisher:
Academic Press
DOI:
10.1016/j.jbi.2020.103655
Author(s):
Jennifer C E Lane, James Weaver, Kristin Kostka, Talita Duarte-Salles, Maria Tereza F Abrahao, Heba Alghoul, Osaid Alser, Thamir M Alshammari, Patricia Biedermann, Juan M Banda, Edward Burn, Paula Casajust, Mitchell M Conover, Aedin C Culhane, Alexander Davydov, Scott L DuVall, Dmitry Dymshyts, Sergio Fernandez-Bertolin, Kristina Fišter, Jill Hardin, Laura Hester, George Hripcsak, Benjamin Skov K
Published in:
The Lancet Rheumatology, Issue 2/11, 2020, Page(s) e698-e711, ISSN 2665-9913
Publisher:
The Lancet Rheumatology
DOI:
10.1016/S2665-9913(20)30276-9
Author(s):
Albert Prats-Uribe, Anthony G Sena, Lana Yin Hui Lai, Waheed-Ul-Rahman Ahmed, Heba Alghoul, Osaid Alser, Thamir M Alshammari, Carlos Areia, William Carter, Paula Casajust, Dalia Dawoud, Asieh Golozar, Jitendra Jonnagaddala, Paras P Mehta, Mengchun Gong, Daniel R Morales, Fredrik Nyberg, Jose D Posada, Martina Recalde, Elena Roel, Karishma Shah, Nigam H Shah, Lisa M Schilling, Vignesh Subbian, Davi
Published in:
BMJ, 2021, ISSN 2044-6055
Publisher:
BMJ Publishing Group
DOI:
10.1136/bmj.n1038
Author(s):
Papez, Vaclav; Moinat, Maxim; Voss, Erica A.; Bazakou, Sofia; Van Winzum, Anne; Peviani, Alessia; Payralbe, Stefan; Kallfelz, Michael; Asselbergs, Folkert W.; Prieto-Alhambra, Daniel; Dobson, Richard J.B.; Denaxas, Spiros
Published in:
J Am Med Inform Assoc, 2022, ISSN 1067-5027
Publisher:
Hanley and Belfus, Inc.
DOI:
10.1093/jamia/ocac203
Author(s):
Jennifer C E Lane, James Weaver, Kristin Kostka, Talita Duarte-Salles, Maria Tereza F Abrahao, Heba Alghoul, Osaid Alser, Thamir M Alshammari, Carlos Areia, Patricia Biedermann, Juan M Banda, Edward Burn, Paula Casajust, Kristina Fister, Jill Hardin, Laura Hester, George Hripcsak, Benjamin Skov Kaas-Hansen, Sajan Khosla, Spyros Kolovos, Kristine E Lynch, Rupa Makadia, Paras P Mehta, Daniel R Moral
Published in:
Rheumatology, 2020, ISSN 1462-0324
Publisher:
Oxford University Press
DOI:
10.1093/rheumatology/keaa771
Author(s):
Ross D Williams, Jenna M Reps, OHDSI/EHDEN Knee Arthroplasty Group; Peter R Rijnbeek, Patrick B Ryan, Daniel Prieto-Alhambra
Published in:
Knee Surg Sports Traumatol Arthrosc, 2022, ISSN 0942-2056
Publisher:
Springer Verlag
DOI:
10.1007/s00167-021-06799-y
Author(s):
Duarte-Salles T, Prieto-Alhambra D.
Published in:
The Lancet, 2021, ISSN 0140-6736
Publisher:
The Lancet Publishing Group
DOI:
10.1016/s0140-6736(21)01442-2
Author(s):
Ross D. Williams, Jenna M. Reps, Jan A. Kors, Patrick B. Ryan, Ewout Steyerberg, Katia M. Verhamme, Peter R. Rijnbeek
Published in:
Drug Safety, 2022, ISSN 0114-5916
Publisher:
Adis International Ltd.
DOI:
10.1007/s40264-022-01161-8
Author(s):
Clair Blacketer, Patrick Ryan, Frank DeFalco, Peter Rijnbeek
Published in:
JAMIA, 2021, ISSN 1067-5027
Publisher:
Hanley and Belfus, Inc.
DOI:
10.1093/jamia/ocab132
Author(s):
Reyes, Carlen; Pistillo, Andrea; Fernández-Bertolín, Sergio; Recalde, Martina; Roel, Elena; Puente, Diana; Sena, Anthony G.; Blacketer, Clair; Lai, Lana; Alshammari, Thamir M.; Waheed-UI-Rahman, Ahmed; Alser, Osaid; Alghoul, Heba; Areia, Carlos; Dawoud, Dalia; Prats-Uribe, Albert; Valveny, Neus; de Maeztu, Gabriel; Sorlí Redó, Luisa; Martinez Roldan, Jordi; Lopez Montesinos, Inmaculada; Schill
Published in:
BMJ Journals, 2022, ISSN 0959-8138
Publisher:
BMA
DOI:
10.1136/bmjopen-2021-057632
Author(s):
Cynthia Yang, Ross D Williams, Joel N Swerdel, João Rafael Almeida, Emily S Brouwer, Edward Burn, Loreto Carmona, Katerina Chatzidionysiou, Talita Duarte-Salles, Walid Fakhouri, Antje Hottgenroth, Meghna Jani, Raivo Kolde, Jan A Kors, Lembe Kullamaa, Jennifer Lane, Karine Marinier, Alexander Michel, Henry Morgan Stewart, Albert Prats-Uribe, Sulev Reisberg, Anthony G Sena, Ca
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Semin Arthritis Rheum, 2022, ISSN 0049-0172
Publisher:
W. B. Saunders Co., Ltd.
DOI:
10.1016/j.semarthrit.2022.152050
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Daniel R Morales, Mitchell M Conover, Seng Chan You, Nicole Pratt, Kristin Kostka, Talita Duarte-Salles, Sergio Fernández-Bertolín, Maria Aragón, Scott L DuVall, Kristine Lynch, Thomas Falconer, Kees van Bochove, Cynthia Sung, Michael E Matheny, Christophe G Lambert, Fredrik Nyberg, Thamir M Alshammari, Andrew E Williams, Rae Woong Park, James Weaver, Anthony G Sena, Martijn J Schuemie, Peter R
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The Lancet Digital Health, 2020, ISSN 2589-7500
Publisher:
The Lancet
DOI:
10.1016/S2589-7500(20)30289-2
Author(s):
Richard Milne, Mark Sheehan, Brendan Barnes, Janek Kapper, Nathan Lea, James N'Dow, Gurparkash Singh, Amelia Martín-Uranga, Nigel Hughes
Published in:
Front Big Data, 2022, ISSN 2624-909X
Publisher:
Frontiers Media S.A.
DOI:
10.3389/fdata.2022.945739
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Hughes, Nigel; Rijnbeek, Peter R.; van Bochove, Kees; Duarte-Salles, Talita; Steinbeisser, Carl; Vizcaya, David; Prieto-Alhambra, Daniel; Ryan, Patrick
Published in:
JAMIA Open, 2022, ISSN 2574-2531
Publisher:
Oxford University Press
DOI:
10.1093/jamiaopen/ooac100
Author(s):
Rekkas, Alexandros; van Klaveren, David; Ryan, Patrick B.; Steyerberg, Ewout W.; Kent, David M.; Rijnbeek, Peter R.
Published in:
arXiv, Issue 2, 2020, ISSN 2331-8422
Publisher:
arXiv
DOI:
10.5281/zenodo.4087988
Author(s):
Silva, João Figueira; Antunes, Rui; Almeida, João Rafael; Matos, Sérgio
Published in:
Issue 15, 2020
Publisher:
IOS Press
DOI:
10.3233/shti200129
Author(s):
Asieh Golozar; Lana YH Lai; Anthony G. Sena; David Vizcaya; Lisa M. Schilling; Vojtech Huser; Fredrik Nyberg; Scott L. Duvall; Daniel R. Morales; Thamir M Alshammari; Hamed Abedtash; Waheed-Ul-Rahman Ahmed; Osaid Alser; Heba Alghoul; Ying Zhang; Mengchun Gong; Yin Guan; Carlos Areia; Jitendra Jonnagaddala; Karishma Shah; Jennifer C.E. Lane; Albert Prats-Uribe; Jose D. Posada; Nigam H. Shah; Vignes
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.10.25.20218875
Author(s):
John, Luis H.; Kors, Jan A.; Reps, Jenna M.; Ryan, Patrick B.; Rijnbeek, Peter R.
Published in:
arXiv, Issue 10, 2020
Publisher:
arXiv
DOI:
10.5281/zenodo.3988940
Author(s):
Martina Recalde; Andrea Pistillo; Sergio Fernandez-Bertolin; Elena Roel; Maria Aragon; Heinz Freisling; Daniel Prieto-Alhambra; Edward Burn; Talita Duarte-Salles
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.11.25.20237776
Author(s):
Jennifer C.E.Lane; James Weaver; Kristin Kostka; Talita Duarte-Salles; Maria Tereza F. Abrahao; Heba Alghoul; Osaid Alser; Thamir M Alshammari; Patricia Biedermann; Edward Burn; Paula Casajust; Mitch Conover; Aedin C. Culhane; Alexander Davydov; Scott L. DuVall; Dmitry Dymshyts; Sergio Fernandez-Bertolin; Kristina Fišter; Jill Hardin; Laura Hester; George Hripcsak; Seamus Kent; Sajan Khosla; Spyr
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.04.08.20054551
Author(s):
Albert Prats-Uribe; Anthony G. Sena; Lana Yin Hui Lai; Waheed-Ul-Rahman Ahmed; Heba Alghoul; Osaid Alser; Thamir M Alshammari; Carlos Areia; William Carter; Paula Casajust; Dalia Dawoud; Asieh Golozar; Jitendra Jonnagaddala; Paras Mehta; Gong Menchung; Daniel R Morales; Fredrik Nyberg; Jose D Posada; Martina Recalde; Elena Roel; Karishma Shah; Nigam Shah; Lisa M Schilling; Vignesh Subbian; David V
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.09.15.20195545
Author(s):
Kadri Künnapuu, Solomon Ioannou, Kadri Ligi, Raivo Kolde, Sven Laur, Jaak Vilo, Peter R. Rijnbeek, Sulev Reisberg
Published in:
medRxiv, 2021
Publisher:
medRxiv
DOI:
10.1101/2021.11.18.21266518
Author(s):
Ross D. Williams; Jenna M. Reps; Jan A Kors; Patrick B Ryan; Ewout Steyerberg; Katia M. Verhamme; Peter R. Rijnbeek
Published in:
medRxiv, 2021
Publisher:
medRxiv
DOI:
10.1101/2021.04.06.21254966
Author(s):
Akihiko Nishimura; Junqing Xie; Kristin Kostka; Talita Duarte-Salles; Sergio Fernández Bertolín; María Aragón; Clair Blacketer; Azza Shoaibi; Scott L DuVall; Kristine Lynch; Michael E Matheny; Thomas Falconer; Daniel R Morales; Mitchell M Conover; Seng Chan You; Nicole Pratt; James Weaver; Anthony G Sena; Martijn J Schuemie; Jenna Reps; Christian Reich; Peter R Rijnbeek;
Published in:
medRxiv, 2021
Publisher:
medRxiv
DOI:
10.1101/2021.03.18.21253778
Author(s):
Edward Burn, Cristian Tebe, Sergio Fernandez-Bertolin, Maria Aragon, Martina Recalde, Elena Roel, Albert Prats-Uribe, Daniel Prieto-Alhambra, Talita Duarte-Salles
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.07.13.20152454
Author(s):
Talita Duarte-Salles, David Vizcaya, Andrea Pistillo, Paula Casajust, Anthony G. Sena, Lana Yin Hui Lai, Albert Prats-Uribe, Waheed-Ul-Rahman Ahmed, Thamir M Alshammari, Heba Alghoul, Osaid Alser, Edward Burn, Seng Chan You, Carlos Areia, Clair Blacketer, Scott DuVall, Thomas Falconer, Sergio Fernandez-Bertolin, Stephen Fortin, Asieh Golozar, Mengchun Gong, Eng Hooi Tan, Vojtech Huser, Pablo Iveli
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.10.29.20222083
Author(s):
Julianna Kohler; Kristin Kostka; Rupa Makadia; Roger Paredes; Talita Duarte-Salles; Scott Duvall; Alison Cheng; Asieh Golozar; Jennifer C. E. Lane; Anthony G. Sena; Peter R. Rijnbeek; Daniel R. Morales; Patrick B. Ryan; Christian Reich; Michael E. Matheny; Kristine E. Lynch; George K. Siberry; Daniel Prieto-Alhambra
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.11.10.20229401
Author(s):
Eng Hooi Tan; Anthony G. Sena; Albert Prats-Uribe; Seng Chan You; Waheed-Ul-Rahman Ahmed; Kristin Kostka; Christian Reich; Scott L. Duvall; Kristine E. Lynch; Michael E. Matheny; Talita Duarte-Salles; Sergio Fernandez Bertolin; George Hripcsak; Karthik Natarajan; Thomas Falconer; Matthew Spotnitz; Anna Ostropolets; Clair Blacketer; Thamir M Alshammari; Heba Alghoul; Osaid Alser; Jennifer C.E. Lane
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.11.24.20236802
Author(s):
Jennifer C.E Lane, James Weaver, Kristin Kostka, Talita Duarte-Salles, Maria Tereza F Abrahao, Heba Alghoul, Osaid Alser, Thamir M Alshammari, Carlos Areia, Juan M. Banda, Patricia Biedermann, Edward Burn, Paula Casajust, Kristina Fišter, Jill Hardin, Laura Hester, George Hripcsak, Benjamin Skov Kaas-Hansen, Sajan Khosla, Spyros Kolovos, Kristine E. Lynch, Rupa Makadia, Paras P. Mehta, Daniel R M
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.07.17.20156059
Author(s):
Edward Burn; Seng Chan You; Anthony Sena; Kristin Kostka; Hamed Abedtash; Maria Tereza F. Abrahao; Amanda Alberga; Heba Alghoul; Osaid Alser; Thamir M Alshammari; Maria Aragon; Carlos Areia; Juan M Banda; Jaehyeong Cho; Aedin C Culhane; Alexander Davydov; Frank J DeFalco; Talita Duarte-Salles; Scott L DuVall; Thomas Falconer; Sergio Fernandez-Bertolin; Weihua Gao; Asieh Golozar; Jill Hardin; Georg
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.04.22.20074336
Author(s):
Ross D. Williams; Jenna M. Reps; Anthony G. Sena; Edward Burn; Ying He; Daniel R. Morales; David Culliford; Dahai Yu; Victoria Y. Strauss; Talita Duarte-Salles; Albert Prats-Uribe; Antonella Delmestri; James Weaver; William Sproviero; Danielle Robinson; Henry Morgan Stewart; Belay Birlie; Rafael Pinedo-Villanueva; Spyros Kolovos; Luis H. John; Ruth E. Costello; Michel van Speybroeck; Caroline O'Le
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.12.14.20240994
Author(s):
Martina Recalde, Elena Roel, Andrea Pistillo, Anthony G Sena, Albert Prats-Uribe, Waheed Ul-Rahman Ahmed, Heba Alghoul, Thamir M Alshammari, Osaid Alser, Carlos Areia, Edward Burn, Paula Casajust, Dalia Dawoud, Scott L DuVall, Thomas Falconer, Sergio Fernandez-Bertolin, Asieh Golozar, Mengchun Gong, Lana Yin Hui Lai, Jennifer C.E Lane, Kristine E Lynch, Michael E Matheny, Paras P Mehta, Daniel R M
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.09.02.20185173
Author(s):
Elena Roel; Andrea Pistillo; Martina Recalde; Anthony G. Sena; Sergio Fernández-Bertolín; María Aragón; Diana Puente; Waheed-Ul-Rahman Ahmed; Heba Alghoul; Osaid Alser; Thamir M. Alshammari; Carlos Areia; Clair Blacketer; William Carter; Paula Casajust; Aedin C. Culhane; Dalia Dawoud; Frank DeFalco; Scott L. Duvall; Thomas Falconer; Asieh Golozar;
Published in:
medRxiv, 2021
Publisher:
medRxiv
DOI:
10.1101/2021.01.12.21249672
Author(s):
Lana Yin Hui Lai, Asieh Golozar, Anthony Sena, Andrea V. Margulis, Nuria Haro, Paula Casajust, Neus Valveny, Albert Prats-Uribe, Evan P. Minty, Waheed-Ul-Rahman Ahmed, Thamir M Alshammari, Daniel R. Morales, Heba Alghoul, Osaid Alser, Dalia Dawoud, Lin Zhang, Jose D. Posada, Nigam H. Shah, Clair Blacketer, Carlos Areia, Vignesh Subbian, Fredrik Nyberg, Jennifer C E Lane, Marc A Suchard, Mengchun G
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medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.10.13.20211821
Author(s):
The EHDEN consortium
Published in:
2020
Publisher:
Self-published
Author(s):
Ross D. Williams; Aniek Markus; Cynthia Yang; Talita Duarte Salles; Scott L. DuVall; Thomas Falconer; Jitendra Jonnagaddala; Chungsoo Kim; Yeunsook Rho; Andrew Williams; Amanda Alberga; Min Ho An; María Aragón; Carlos Areia; Edward Burn; Young Hwa Choi; Iannis Drakos; Maria Tereza Fernandes Abrahão; Sergio Fernández-Bertolín; George Hripcsak; Benjamin Skov Kaas-Hansen; Prasanna L Kandukuri; J
Published in:
medRxiv, Issue 16, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.05.26.20112649
Author(s):
Jenna M. Reps, Chungsoo Kim, Ross D. Williams, Aniek F. Markus, Cynthia Yang, Talita Duarte Salles, Thomas Falconer, Jitendra Jonnagaddala, Andrew Williams, Sergio Fernández-Bertolín, Scott L. DuVall, Kristin Kostka, Gowtham Rao, Azza Shoaibi, Anna Ostropolets, Matthew E Spotnitz, Lin Zhang, Paula Casajust, Ewout W. Steyerberg, Fredrik Nyberg, Benjamin Skov Kaas-Hansen, Young Hwa Choi, Daniel Mo
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medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.06.15.20130328
Author(s):
Daniel R. Morales, Mitchell M. Conover, Seng Chan You, Nicole Pratt, Kristin Kostka, Talita Duarte-Salles, Sergio Fernández-Bertolín, Maria Aragón, Scott L. DuVall, Kristine Lynch, Thomas Falconer, Kees van Bochove, Cynthia Sung, Michael E. Matheny, Christophe G. Lambert, Fredrik Nyberg, Thamir M. Alshammari, Andrew E. Williams, Rae Woong Park, James Weaver, Anthony G. Sena, Martijn J. Schuemie
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.06.11.20125849
Author(s):
The EHDEN Consortium
Published in:
2021
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Self published
DOI:
10.5281/zenodo.4610138
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Edward Burn; Anthony G. Sena; Albert Prats-Uribe; Matthew Spotnitz; Scott DuVall; Kristine E. Lynch; Michael E. Matheny; Fredrik Nyberg; Waheed-Ul-Rahman Ahmed; Osaid Alser; Heba Alghoul; Thamir Alshammari; Lin Zhang; Paula Casajust; Carlos Areia; Karishma Shah; Christian Reich; Clair Blacketer; Alan Andryc; Stephen Fortin; Karthik Natarajan; Mengchun Gong; Asieh Golozar; Daniel Morales; Peter Rij
Published in:
medRxiv, 2020
Publisher:
medRxiv
DOI:
10.1101/2020.11.25.20229088
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Almeida, J.R., Barraca, J.P., Oliveira, J.L.
Published in:
IEEE Symposium on Computer-Based Medical Systems, 2022, ISBN 978-1-6654-6770-4
Publisher:
IEEE
DOI:
10.1109/cbms55023.2022.00086
Author(s):
Almeida, João Rafael; Silva, Jorge Miguel; Oliveira, José Luis
Published in:
Issue 51, 2023
Publisher:
2023 IEEE 36th International Symposium on Computer-based Medical Systems (CBMS)
DOI:
10.1109/CBMS58004.2023.00166
Author(s):
Almeida, João Rafael; Pazos, Alejandro; Oliveira, José Luis
Published in:
2023
Publisher:
Doctoral Conference on Computing, Electrical and Industrial Systems, Doceis 2023.
DOI:
10.5281/zenodo.10477609
Author(s):
The OHDSI Community
Published in:
2019, Page(s) 1-470, ISBN 978-1088-855195
Publisher:
Self published
Author(s):
Reisberg Sulev
Published in:
Issue 27/06/2019, 2019
Publisher:
University of Tartu Press
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