EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative
AbstractThe EyeMatics project, embedded as a clinical use case in Germany’s Medical Informatics Initiative, is a large digital health initiative in ophthalmology. The objective is to improve the understanding of the treatment effects of intravitreal injections, the most frequent procedure...
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| Format: | Article |
| Language: | English |
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JMIR Publications
2024-12-01
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| Series: | JMIR Medical Informatics |
| Online Access: | https://medinform.jmir.org/2024/1/e60851 |
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| author | Julian Varghese Alexander Schuster Broder Poschkamp Kemal Yildirim Johannes Oehm Philipp Berens Sarah Müller Julius Gervelmeyer Lisa Koch Katja Hoffmann Martin Sedlmayr Vinodh Kakkassery Oliver Kohlbacher David Merle Karl Ulrich Bartz-Schmidt Marius Ueffing Dana Stahl Torsten Leddig Martin Bialke Christopher Hampf Wolfgang Hoffmann Sebastian Berthe Dagmar Waltemath Peter Walter Myriam Lipprandt Rainer Röhrig Jens Julian Storp Julian Alexander Zimmermann Lea Holtrup Tobias Brix Andreas Stahl Nicole Eter |
| author_facet | Julian Varghese Alexander Schuster Broder Poschkamp Kemal Yildirim Johannes Oehm Philipp Berens Sarah Müller Julius Gervelmeyer Lisa Koch Katja Hoffmann Martin Sedlmayr Vinodh Kakkassery Oliver Kohlbacher David Merle Karl Ulrich Bartz-Schmidt Marius Ueffing Dana Stahl Torsten Leddig Martin Bialke Christopher Hampf Wolfgang Hoffmann Sebastian Berthe Dagmar Waltemath Peter Walter Myriam Lipprandt Rainer Röhrig Jens Julian Storp Julian Alexander Zimmermann Lea Holtrup Tobias Brix Andreas Stahl Nicole Eter |
| author_sort | Julian Varghese |
| collection | DOAJ |
| description |
AbstractThe EyeMatics project, embedded as a clinical use case in Germany’s Medical Informatics Initiative, is a large digital health initiative in ophthalmology. The objective is to improve the understanding of the treatment effects of intravitreal injections, the most frequent procedure to treat eye diseases. To achieve this, valuable patient data will be meaningfully integrated and visualized from different IT systems and hospital sites. EyeMatics emphasizes a governance framework that actively involves patient representatives, strictly implements interoperability standards, and employs artificial intelligence methods to extract biomarkers from tabular and clinical data as well as raw retinal scans. In this perspective paper, we delineate the strategies for user-centered implementation and health care–based evaluation in a multisite observational technology study. |
| format | Article |
| id | doaj-art-322150f38bff4a73b3497421fbe88f6e |
| institution | Kabale University |
| issn | 2291-9694 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | JMIR Publications |
| record_format | Article |
| series | JMIR Medical Informatics |
| spelling | doaj-art-322150f38bff4a73b3497421fbe88f6e2024-12-12T22:00:51ZengJMIR PublicationsJMIR Medical Informatics2291-96942024-12-0112e60851e6085110.2196/60851EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics InitiativeJulian Varghesehttp://orcid.org/0000-0002-7206-3719Alexander Schusterhttp://orcid.org/0000-0002-6304-3599Broder Poschkamphttp://orcid.org/0000-0003-2393-0369Kemal Yildirimhttp://orcid.org/0009-0009-2129-0952Johannes Oehmhttp://orcid.org/0000-0003-4240-1809Philipp Berenshttp://orcid.org/0000-0002-0199-4727Sarah Müllerhttp://orcid.org/0000-0003-1500-8673Julius Gervelmeyerhttp://orcid.org/0009-0007-7286-0017Lisa Kochhttp://orcid.org/0000-0003-4377-7074Katja Hoffmannhttp://orcid.org/0000-0003-4765-0767Martin Sedlmayrhttp://orcid.org/0000-0002-9888-8460Vinodh Kakkasseryhttp://orcid.org/0000-0001-6212-8964Oliver Kohlbacherhttp://orcid.org/0000-0003-1739-4598David Merlehttp://orcid.org/0000-0003-4485-5580Karl Ulrich Bartz-Schmidthttp://orcid.org/0000-0001-8031-7478Marius Ueffinghttp://orcid.org/0000-0003-2209-2113Dana Stahlhttp://orcid.org/0000-0002-4283-4543Torsten Leddighttp://orcid.org/0000-0001-8883-5480Martin Bialkehttp://orcid.org/0000-0001-6888-9086Christopher Hampfhttp://orcid.org/0000-0002-4557-4783Wolfgang Hoffmannhttp://orcid.org/0000-0002-6359-8797Sebastian Berthehttp://orcid.org/0009-0000-9249-5896Dagmar Waltemathhttp://orcid.org/0000-0002-5886-5563Peter Walterhttp://orcid.org/0000-0001-8745-6593Myriam Lipprandthttp://orcid.org/0000-0001-9371-0551Rainer Röhrighttp://orcid.org/0000-0002-0032-5118Jens Julian Storphttp://orcid.org/0000-0002-8063-6548Julian Alexander Zimmermannhttp://orcid.org/0000-0002-0007-147XLea Holtruphttp://orcid.org/0009-0001-1392-8188Tobias Brixhttp://orcid.org/0000-0002-1557-8097Andreas Stahlhttp://orcid.org/0000-0002-8013-7597Nicole Eterhttp://orcid.org/0000-0001-5617-346X AbstractThe EyeMatics project, embedded as a clinical use case in Germany’s Medical Informatics Initiative, is a large digital health initiative in ophthalmology. The objective is to improve the understanding of the treatment effects of intravitreal injections, the most frequent procedure to treat eye diseases. To achieve this, valuable patient data will be meaningfully integrated and visualized from different IT systems and hospital sites. EyeMatics emphasizes a governance framework that actively involves patient representatives, strictly implements interoperability standards, and employs artificial intelligence methods to extract biomarkers from tabular and clinical data as well as raw retinal scans. In this perspective paper, we delineate the strategies for user-centered implementation and health care–based evaluation in a multisite observational technology study.https://medinform.jmir.org/2024/1/e60851 |
| spellingShingle | Julian Varghese Alexander Schuster Broder Poschkamp Kemal Yildirim Johannes Oehm Philipp Berens Sarah Müller Julius Gervelmeyer Lisa Koch Katja Hoffmann Martin Sedlmayr Vinodh Kakkassery Oliver Kohlbacher David Merle Karl Ulrich Bartz-Schmidt Marius Ueffing Dana Stahl Torsten Leddig Martin Bialke Christopher Hampf Wolfgang Hoffmann Sebastian Berthe Dagmar Waltemath Peter Walter Myriam Lipprandt Rainer Röhrig Jens Julian Storp Julian Alexander Zimmermann Lea Holtrup Tobias Brix Andreas Stahl Nicole Eter EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative JMIR Medical Informatics |
| title | EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative |
| title_full | EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative |
| title_fullStr | EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative |
| title_full_unstemmed | EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative |
| title_short | EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative |
| title_sort | eyematics an ophthalmology use case within the german medical informatics initiative |
| url | https://medinform.jmir.org/2024/1/e60851 |
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