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[EyeMatics-Multicenter data evaluation of real-world data with interoperable medical informatics]

[EyeMatics-Multicenter data evaluation of real-world data with interoperable medical informatics]

Lea Holtrup ¹, Julian Varghese ², Alexander K Schuster ³, Broder Poschkamp ⁴, Christopher Hampf ⁵, Dagmar Waltemath ⁶, Leonie Wahle ⁷, Myriam Lipprandt ⁸, David A Merle ⁹, Philipp Berens ¹⁰, Oliver Kohlbacher ^11,12,13, Vinodh Kakkassery ¹⁴, Martin Bartos ¹⁵, Focke Ziemssen ¹⁶, Thomas Wendt ¹⁷, Katja Hoffmann ¹⁸, , Nicole Eter ¹⁹

Lea Holtrup ¹, Julian Varghese ², Alexander K Schuster ³

¹Klinik für Augenheilkunde, Universitätsklinikum Münster, Domagkstr. 15, 48149, Münster, Deutschland. lea.holtrup@ukmuenster.de.
²Institut für Medizinische Informatik, Universität Münster, Münster, Deutschland.
³Augenklinik und Poliklinik der Universitätsmedizin Mainz, Johannes Gutenberg-Universität Mainz, Mainz, Deutschland.
⁴Klinik und Poliklinik für Augenheilkunde, Universitätsmedizin Greifswald, Greifswald, Deutschland.
⁵Institut für Community Medicine, Universitätsmedizin Greifswald, Greifswald, Deutschland.
⁶Core Unit Datenintegrationszentrum, Universitätsmedizin Greifswald, Greifswald, Deutschland.
⁷Klinik für Augenheilkunde, Uniklinik RWTH Aachen, Aachen, Deutschland.
⁸Institut für Medizinische Informatik, Uniklinik RWTH Aachen, Aachen, Deutschland.
⁹Universitäts-Augenklinik Tübingen, Universitätsklinikum Tübingen, Tübingen, Deutschland.
¹⁰Hertie Institute for AI in Brain Health, Eberhard Karls Universität Tübingen, Tübingen, Deutschland.
¹¹Fachbereich Informatik, Universität Tübingen, Tübingen, Deutschland.
¹²Institut für Translationale Bioinformatik, Universitätsklinikum Tübingen, Tübingen, Deutschland.
¹³Institut für Biomedizinische Informatik, Universität Tübingen, Tübingen, Deutschland.
¹⁴Klinik für Augenheilkunde, Klinikum Chemnitz, Chemnitz, Deutschland.
¹⁵Datenintegrationszentrum, Klinikum Chemnitz, Chemnitz, Deutschland.
¹⁶Klinik und Poliklinik für Augenheilkunde, Universitätsklinikum Leipzig, Leipzig, Deutschland.
¹⁷Datenintegrationszentrum, Universitätsklinikum Leipzig, Leipzig, Deutschland.
¹⁸Institut für Medizinische Informatik und Biometrie, Technische Universität Dresden, Dresden, Deutschland.
¹⁹Klinik für Augenheilkunde, Universitätsklinikum Münster, Domagkstr. 15, 48149, Münster, Deutschland.

⁰Klinik für Augenheilkunde, Universitätsklinikum Münster, Domagkstr. 15, 48149, Münster, Deutschland. lea.holtrup@ukmuenster.de.

Die Ophthalmologie +

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November 14, 2024

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View abstract on PubMed

Summary

This summary is machine-generated.

Real-world data (RWD) integration in ophthalmology improves patient care. This study establishes cross-site data exchange infrastructure and develops algorithms for identifying imaging biomarkers to predict treatment outcomes.

Area Of Science

Ophthalmology
Health Informatics
Biomedical Data Science

Keywords:

Artificial intelligence Core dataset Data exchange Eye diseases Intravitreal injection

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