Ophthalmology

Diseases of the retina such as diabetic retinopathy or age-related macular degeneration are the most common causes of blindness in Germany. In recent years, there have been enormous developments in both the diagnosis and therapy of retinal diseases, which today enables us to offer many patients a tailor-made therapy. In the projects presented here, we are trying to address this variance of findings with the help of artificial intelligence and to develop more individualised diagnostic and prognostic tools for practitioners and patients.

Involved Research Groups

Prof. Dr. Andreas Stahl

Klinik und Poliklinik für Augenheilkunde
Universitätsmedizin Greifswald

Projects

Publications & Conference papers

Stahl A.
The Diagnosis and Treatment of Age-Related Macular Degeneration.
Dtsch Ärztebl Int. 2020 Jul 20;117(29-30):513-520.

Grundel B, Bernardeau M-A, Langner H, Schmidt C, Böhringer D, Ritter M, Rosenthal P, Grandjean A, Schulz S, Daumke P, Stahl A
[Extraction of features from clinical routine data using text mining]
Der Ophthalmologe 2020 Jul 28. doi: 10.1007/s00347-020-01177-4

Berens P, Waldstein SM, Ayhan MS, Kümmerle L, Agostini H, Stahl A, Ziemssen F.
[Potential of methods of artificial intelligence for quality assurance].
Der Ophthalmologe. 2020 Feb 24. doi: 10.1007/s00347-020-01063-z. Review.

Bucher F, Mussinghoff P, Kühn T, Stahl A, Böhringer D.
[Technical aspects of quality assurance for intravitreal injections (IVI)].
Der Ophthalmologe. 2020 Jan 7. doi: 10.1007/s00347-019-01029-w. Review.

Lang GE, Stahl A, Voegeler J, Quiering C, Lorenz K, Spital G, Liakopoulos S. Efficacy and safety of ranibizumab with or without panretinal laser photocoagulation versus laser photocoagulation alone in proliferative diabetic retinopathy -the PRIDE study.
Acta Ophthalmol. 2019 Dec 6. doi: 10.1111/aos.14312.

Schmidt, C., Röhlig, M., Grundel, B., Daumke, P., Ritter, M., Stahl, A.,… & Schumann, H.
Combining Visual Cleansing and Exploration for Clinical Data
IEEE Workshop on Visual Analytics in Healthcare (VAHC) (pp. 25-32). 2019 IEEE.

Stahl A, TOPOs group
Using OCT to predict anti-VEGF treatment response and outcome.
DOG 2018, Workshop WS11: The future of retinal imaging –a peek behind the curtains

Holger Langner, Marc Ritter, TOPOs group
Applying Deep Learning methods to OCT image analysis in the context of Age-related macula degeneration.
DOG 2018, Symposium DS05: Deep learning in Ophthalmology –Technical approaches

Bastian Grundel, TOPOs group
TOPOS: Therapievorhersage durch Analyse von Patientendaten in der Ophthalmologie
DOG 2018, Workshop DS10: Deep Learning in der Augenheilkunde: Klinischer Einsatz

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