Programm – Digital Health Perspectives '26

Session 1 – 09:00–10:30 AI & Data-Driven Methods in Clinical Care, Chair: Prof. Dr. Melanie Reuter-Oppermann

• 09:00 – 09:25 A Graph-based Approach to State Representation for Offline RL in Sepsis Treatment (Full Paper) – T̲a̲i̲s̲i̲y̲a̲ ̲K̲h̲a̲k̲h̲a̲r̲o̲v̲a̲, Lucas Sakizloglou, Leen Lambers
• 09:25 – 09:50 Privacy-Preserving Edge AI for Rehabilitation Support: Lessons from a Field Study (Full Paper) – S̲a̲b̲i̲n̲e̲ ̲J̲a̲n̲z̲e̲n̲, Prajvi Saxena, Muhammad Ebad Ullah Khan, Wolfgang Maaß
• 09:50 – 10:10 Evaluating LLM-Based Integration of heterogeneous clinical data: A Case Study on Urinary Bladder Cancer Pathology data by using GPT-5-nano (Short Paper) – J̲u̲l̲i̲a̲n̲ ̲D̲ö̲r̲e̲n̲b̲e̲r̲g̲, Clarissa Schmidt, Ruth Knüchel-Clarke, Thomas Berlage
• 10:10 – 10:30 Designing an Uncertainty-Aware Decision Support System for Regional Long-Term Care Planning (Short Paper) – M̲i̲c̲h̲a̲e̲l̲ ̲B̲u̲s̲c̲h̲, Lennart Weber, Carsten Schultz, Peer Kröger, Catherine Cleophas, Milda Aleknonyte-Resch

Session 2 – 11:00–12:30 Regulation, Markets & Care Structures in the Digital Health Ecosystem, Chair: Prof. Dr. Till Winkler

• 11:00 – 11:25 Patient Portals in Germany after the Hospital Future Act: A Vendor-Side Market Inventory (Full Paper) – R̲e̲b̲e̲c̲c̲a̲ ̲S̲c̲h̲e̲e̲l̲, Marcel Susky, Hannes Schlieter
• 11:25 – 11:50 Gesetz ohne Wirkung: Digitale Pflegeanwendungen zwischen regulatorischem Anspruch und Versorgungsrealität (Full Paper) – M̲u̲s̲t̲a̲p̲h̲a̲ ̲A̲d̲d̲a̲m̲, Nabil El Fadel
• 11:50 – 12:10 From Data Availability to Gender-Sensitive Data Quality: A Preliminary Framework for Women's Health Research under the European Health Data Space (Short Paper) – D̲i̲a̲n̲a̲ ̲I̲b̲r̲a̲h̲i̲m̲ ̲A̲b̲d̲ ̲A̲l̲i̲
• 12:10 – 12:30 Beyond Simple Triage: A Conceptual Typology of Digital Need Assessments and missing Coordination Artifacts (Short Paper) – F̲l̲o̲r̲i̲a̲n̲ ̲B̲o̲n̲t̲r̲u̲p̲, Bjoern-Lennart Eger, Christoph Kollwitz, Lutz Hager, Marvin Kopka

Session 3 – 14:00–15:30 Emerging Ideas & Community Exchange, Chairs: Prof. Dr. Melanie Reuter-Oppermann, Prof. Dr. Till Winkler

• 14:00 – 14:30 Pitch Presentation of Discussion Papers (TBA)
  • • Eine sichere Verarbeitungsumgebung für die medizinische Forschung in Sachsen: Erste Einblicke in das KIMed SPE Konzept – Kathrin Sobe, Marcel Dilje, Eveline Prochaska (confirmed)
    • Inwiefern variieren Gesundheitsdatensätze in europäischen Metadatenkatalogen in Bezug auf zentrale Merkmale und FAIRness- Aspekte – Christina Behrend (TBC)
    • Etc.
      
• 14:30 – 15:15 Marketplace with Poster Presentations
• 15:15 – 15:30 Wrap-up