Publikationen
2025
Meyer, T, Schlosser, T, Moniri, S, Sampath Kumar, A, Friedrich, M, Kowerko, D. Medical Text Generation and Classification Using Large Language Models: A Feasibility Study in Ophthalmology. Engineering Applications of Artificial Intelligence Journal 2025, 21.
Pelz A, Heinrich P, Mueller G, Seim A, Penndorf P, Bialke M, Sedlmayr M, Reinecke I, Wolfien M, Hoffmann K. From Broad Consent to Patient Engagement: A Framework for Consent Management and Study Oversight. In: German Medical Data Sciences 2025: GMDS Illuminates Health. IOS Press; 2025. p. 265 – 273. https://doi.org/10.3233/SHTI251405
Hoffmann K, Prochaska E, Wolfien M, Sedlmayr M. Exploring Vendor-Neutral SMART on FHIR Infrastructure for Secure Data Exchange in Research and Patient Care. SWAT4HCLS 2025. https://www.researchgate.net
Platte B, Langner H, Skuras JA, Roschke C, Ritter M, Kowerko D. Mobile Study Support System for Resident Physicians as Dual-Benefit Scenario. Proc Comput Sci. 2025;256:957–63. https://doi.org/10.1016/j.procs.2025.02.200
Grummt S, Sedlmayr B. Approaches to Promoting Patients’ and Citizens’ eHealth Literacy. In: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies – HEALTHINF 2025. SciTePress; 2025. p. 758–65. https://doi.org/10.5220/0013266500003911
Grummt S, Hoffmann K, Engelmann K, Kakkassery V, Sedlmayr M. End-User Participation in Developing an Ophthalmological Dashboard Prototype. In: Intelligent Health Systems – From Technology to Data and Knowledge. IOS Press; 2025. p. 396–7. https://doi.org/10.3233/SHTI250354
Platte, B, Platte, A, Thomanek, R, Ritter, M, Roschke, C. A Personalised Adaptive Further Training Recommendation System for Resident Doctors. Intelligent Systems Conference (IntelliSys) 2025. (Springer, Amsterdam, Netherlands).
2024
Hoffmann K, Nesterow I, Peng Y, Henke E, Barnett D, Klengel C, Gruhl M, Bartos M, Nüßler F, Gebler R, Grummt S, Seim A, Bathelt F, Reinecke I, Wolfien M, Weidner J, Sedlmayr M. Streamlining intersectoral provision of real-world health data: a service platform for improved clinical research and patient care. Front. Med. 11:1377209 (2024). https://doi.org/10.3389/fmed.2024.1377209
Krefting D, Bavendiek U, Fischer J, Marx G, Molinnus D, Panholzer T, Prokosch H-U, Leb I, Weidner J, Sedlmayr M. Die digitalen Fortschrittshubs Gesundheit – Gemeinsame Datennutzung über die Universitätsmedizin hinaus. Bundesgesundheitsbl 67, 701–709 (2024). https://doi.org/10.1007/s00103-024-03883-9
Thiel J, Seim A, Grummt S., Nesterow I, Penesch F, Sedlmayr M, Weidner J. Tools for optimizing healthcare resource allocation in response to climate impacts and heat action planning. J Public Health (Berl.). 2024. https://doi.org/10.1007/s10389-024-02357-1
Thiel J, Nesterow I, Sedlmayr M, Weidner J, Henke E. Towards Efficient Resource Utilization Forecasting in Acute Heat Events Using OMOP. Stud Health Technol Inform. 2024 Aug 22;316:1555-1559. https://doi.org/10.3233/SHTI240715
Platte B, Kowerko D, Langner H, Skuras JA, Ritter M, Roschke C. Synthetic-Seed-Saturation Concept: Overcome Nonresponse-Bias in Retrospective Medical Studies. In: 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI); IEEE, 2024; pp 534–537. https://doi.org/10.1109/ICHI61247.2024.00122
Schlosser T, Beuth F, Meyer T, Sampath Kumar A, Stolze G, Furashova O, Engelmann K, Kowerko D. Visual Acuity Prediction on Real-Life Patient Data Using a Machine Learning Based Multistage System. Sci Rep 2024, 14 (1), 5532. https://doi.org/10.1038/s41598-024-54482-2
Hoffmann K, Stolze G, Langner H, Susky M, Meyer T, Ritter M, Kowerko D, Kakkassery V, Peng Y, Wolfien M, Schlosser T, Sedlmayr M. Towards Standardizing Ophthalmic Data for Seamless Interoperability in Eye Care; Zenodo: Dresden, 2024. https://doi.org/10.5281/ZENODO.11071088
Stolze G, Kakkassery V, Kowerko D, Bartos M, Hoffmann K, Sedmayr M, Engelmann K. MiHUBx: ein Digitaler FortschrittsHub zur Nutzung von intersektoralen klinischen Datensätzen am Beispiel des diabetischen Makulaödems. Ophthalmologie 2024. https://doi.org/10.1007/s00347-024-02146-x
Nesterow I, Mulitza M, Rösler D, Irshaid S, Hoffmann K, Klengel C, Girschner C, Gruhl M, Seim A, Sedlmayr M, Weidner J, Nüßler F. Unlocking Real-World Health Data from Non-University Locations Through Effective Provision of Tools and Knowledge. Stud Health Technol Inform. 2024 Aug 30;317:67-74. https://doi.org/10.3233/SHTI240839. PMID: 39234708
Hoffmann K, Gebler R, Grummt S, Peng Y, Reinecke I, Wolfien M, Sedlmayr M. A Concept for Integrating AI-Based Support Systems into Clinical Practice. Stud Health Technol Inform. 2024 Aug 22;316:643-644. https://doi.org/10.3233/SHTI240495. PMID: 39176823
2023
Kählig M, Susky M, Hickmann E, Grummt S, Richter D, Richter P, Weidner J, Sedlmayr M, Seim A. Multi-Case-Studie zu Barrieren und förderlichen Faktoren der digitalen Kompetenz von Patienten – Ein interdisziplinärer Ansatz. HMD 61, 43–60 (2024). https://doi.org/10.1365/s40702-023-01034-3
Sampath-Kumar A, Kowerko D. A feasibility study for federated learning in the context of classification of biomarkers from optical coherence tomography (OCT) images. In: Proceedings of the 4th Interdisciplinary PhD Workshop of Media and Computer Science 2023; TUDpress: Dresden, 2023; Vol. IBS Scientific Workshop Proceedings 1X (Todo), pp 125–136.
Sampath Kumar A, Schlosser T, Langner H, Ritter M, Kowerko D. Improving OCT Image Segmentation of Retinal Layers by Utilizing a Machine Learning Based Multistage System of Stacked Multiscale Encoders and Decoders. Bioengineering. 2023; 10(10):1177. https://doi.org/10.3390/bioengineering10101177
Bartos M, Seim A, Andreeff A-K, Sedlmayr B, Nüßler F, Bathelt F, Sedlmayr M, Weidner J. Erfahrungsbericht vom Aufbau eines Datenintegrationszentrums an einem nicht-universitären Standort sowie dessen Anbindung an die Medizininformatik-Initiative. Deutsche Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie. 68. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS). Heilbronn, 17.-21.09.2023. Düsseldorf: German Medical Science GMS Publishing House; 2023. DocAbstr. 274 https://dx.doi.org/10.3205/23gmds009
Bathelt F, Sedlmayr M. MiHUBx – Medical Informatics Hub in Saxony. MIRACUM DIFUTURE Journal 1 (2023). https://www.miracum.org/files/2023/06/1-104_N6-MIRACUM-DIFUTURE_FINAL_2.pdf
Bartos M, Nüßler F. Klinikum Chemnitz: Datenintegratioszentren bieten Mehrwerte – auch jenseitz der Forschung. MIRACUM DIFUTURE Journal 1 (2023). https://www.miracum.org/files/2023/06/1-104_N6-MIRACUM-DIFUTURE_FINAL_2.pdf
Platte B, Stolze G, Kowerko D, Engelmann K, Langner H, Meyer T, Ritter M, Roschke C. Hybrid Digital Twin for Accomplishing Field Studies. Springer International Publishing: Chania, Crete, 2023; pp 1–6.
Meyer T, Schlosser T, Stolze G, Engelmann K, Kowerko D. Konzeption eines ophthalmologischen Dashboards zur Visualisierung von Patientenverläufen und Annotation von Visus-Werten. In: Proceedings of the 4th Interdisciplinary PhD Workshop of Media and Computer Science 2023; TUDpress: Dresden, 2023; Vol. IBS Scientific Workshop Proceedings 1X (Todo), pp 59–73.
2022
Engelmann K, Valtink M, Lohse A, Sedlmayr M, Bathelt F, Reinecke I, Sedlmayr B, Röhle A, Bibrack, E. Der Mensch im Mittelpunkt einer sich wandelnden Arbeitskultur in der Medizin. Ärzteblatt Sachsen 11/2022, 33. Jahrgang – November 2022. https://www.slaek.de/de/04/aerzteblatt/archiv/2021-2030/2022/ae112022.php
Bathelt F, Reinecke I, Peng Y, Henke E, Weidner J, Bartos M, Gött R, Waltemath D, Engelmann K, Schwarz PE, Sedlmayr M. Opportunities of Digital Infrastructures for Disease Management—Exemplified on COVID-19-Related Change in Diagnosis Counts for Diabetes-Related Eye Diseases. Nutrients. 2022; 14(10):2016. https://doi.org/10.3390/nu14102016
Bathelt F, Marx G, Sedlmayr M. Digitale FortschrittsHubs Gesundheit – Der Weg der Medizininformatik-Initiative von Universitätskliniken zu nicht-universitären Leistungserbringern. KU Gesundheitsmanagement. 2022; 4:2022, S. 49-52.
Sedlmayr M, Engelmann K, Kowerko D, Ritter M, Schwarz P, Meyer T, Langner H, Diedenhofen N, Furashova O, Schlosser T, Sampath Kumar A Digital progress hubs health – MiHUBx – A digital ecosystem for strengthening medical research, diagnostics and therapy in Saxony: An introduction to use case “Ophthalmology meets diabetology” (Poster-Abstract). 16th PRO RETINA RESEARCH-COLLOQUIUM POTSDAM Conference Report – Retinal Degeneration Environment Matters An Interdisciplinary Dialogue. https://www.pro-retina-stiftung.de/conference-report-potsdam-meeting-2022/