Making Repositories and AI Systems Usable in Everyday Nursing Care
As part of the BMBF funding programme “Making Repositories and AI Systems Usable in Everyday Nursing Care” (Repositorien und KI-Systeme im Pflegealltag nutzbar machen), eight collaborative projects and one scientific accompanying and networking project are being funded. The Alexander von Humboldt Institute for Internet and Society is involved in two of these projects.
AI in Nursing: Fall, Delirium, Medication (KIP-SDM)
The “KI in der Pflege: Sturz, Delir, Medikation” project aims to simplify data access for nursing staff as well as for AI researchers in the use case of fall prevention. For this purpose, decentralized data repositories of nursing treatment data are to be established, which enable protection of the confidentiality of patient data by using generative Deep Learning to generate synthetic but realistic patient data that can be shared in a privacy-preserving manner.
In the project, HIIG will ensure that the system that is being developed and its subsequent use in nursing practice meets all data protection law requirements, that the fundamental rights and freedoms of patients are protected, and that the patients’ data sovereignty is preserved. In addition, HIIG aims to develop a conformity assessment program based on the results of the research project, which will serve as a first stage for developing a data protection certificate and ensure the GDPR-compliant and thus legally watertight application of the project results in nursing practice.
| Project overview | Ai4care |
| Duration | 2022–2025 |
Process Development and Support for AI Use in Nursing (ProKIP)
The “Prozessentwicklung und -begleitung zum KI-Einsatz in der Pflege” project supports, advises, networks and evaluates the eight collaborative projects. In addition, it is researching the challenges and conditions for the successful integration of AI solutions into nursing practice, and will design an AI nursing readiness assessment for this purpose.
HIIG focuses on the legal-normative requirements and their implementation in the projects, especially with regard to the governance and handling of data, data protection law and the current regulatory efforts of the EU on AI systems and their implications on the projects.
| Project overview | ProKIP |
| Duration | 2021–2025 |
Maximilian von Grafenstein, Prof. Dr.
Jörg Pohle, Dr.
Jörg Pohle, Dr.Head of Research Program: Actors, Data and Infrastructures-
Maximilian von Grafenstein, Prof. Dr.Associated Researcher, Co-Head of Research Programme
Nils HeinemannStudent assistant: Data, Actors, Infrastructures
Journal articles and conference proceedings
Gubser, R., Schulte-Althoff, M., Heinemann, N., Pohle, J., & Fürstenau, D. (2023). Data Governance Strategies of Data Platforms: A Multiple Case Analysis in Nursing Care. ECIS 2023 Research-in-Progress Papers. Publication details
Lectures and presentations
Moving beyond the fixation on ‘data’ as analytical and regulatory objectTILTing Perspectives 2024 - “Looking back, moving forward” : Re-assessing technology regulation in digitalized worlds. Tilburg Institute for Law, Technology, and Society (TILT). Tilburg University, Tilburg, Netherlands: 08.07.2024 Further information
Jörg Pohle
Datenschutz & Fairness in Federated LearningProKIP Methoden-Lab: Datenschutz & Fairness in Federated Learning. Humboldt Institut für Internet und Gesellschaft, Berlin, online: 21.11.2022
Jörg Pohle
Datenbasierte Technologien in der Pflege: Welche praktischen Einsatzszenarien gibt es und welche Herausforderungen gilt es zu überwinden?Caritas & KI: Wie gemeinwohlorientierte KI gestalten?. Caritas. mitosis LAB, Berlin, Germany: 06.10.2022
Jörg Pohle, Matthias Schulte-Althoff
Moderation of workshops and panels
KI-Tools – für was? Explorative AnwendungsfälleFachimpuls KI-Tools. Bundesverband diakonischer Einrichtungsträger V3D, Diakonie Deutschland, Vediso. Online, Online, Online: 19.07.2023 Further information
Jörg Pohle
Organisation of events
DUCAH-Fundamente-Workshop „Erfolgsgeschichten und neue Erkenntnisse in der Sturzprävention“09.10.2024. Humboldt Institut für Internet und Gesellschaft, Berlin, online (National)
Annika Ulich, Jörg Pohle
KI ist auch nur Software – Schutz von Grundrechten und anderen Interessen von Betroffenen in der Aushandlung von Gestaltung und Einsatz von KI und anderen InformationssystemenArbeit und Leben @ HIIG. 04.09.2024. Humboldt Institut für Internet und Gesellschaft, Berlin, Germany (National)
Jörg Pohle
Barcamp KI in der Pflege03.09.2024. Universität Bremen, Bremen, Germany. Co-Organised by: Universität Bremen, Charité Universitätsmedizin Berlin, Berliner Hochschule für Technik, vediso – Verband für Digitalisierung in der Sozialwirtschaft e.V. (National)
Jörg Pohle
ProKIP Methoden-Lab: Der EU AI Act und die KI-in-der-Pflege-Projekte15.07.2024. Humboldt Institute for Internet and Society, Berlin, Germany (National)
Jörg Pohle
DUCAH-Fundamente-Workshop „KI in der Pflege“28.11.2023. Humboldt Institute for Internet and Society, Berlin, online (National)
Jörg Pohle
3. KIP-SDM-Workshop: Risikoidentifizierung, -bewertung und -minimierung21.11.2023. Humboldt Institute for Internet and Society, Berlin, Germany (National)
Jörg Pohle
ProKIP Methoden-Lab: Umgang mit der EU-Medizinprodukteverordnung in den KIP-Projektenwith attending Vip: Mark Hastenteufel. 20.11.2023. Einstein Center Digital Future, Berlin, Berlin. Co-Organised by: Charité Institut für Medizinische Informatik, Berliner Hochschule für Technik (National)
Nils Heinemann, Jörg Pohle
2. KIP-SDM-Workshop: Risikoidentifizierung, -bewertung und -minimierung17.11.2023. Humboldt Institute for Internet and Society, Berlin, Germany (National)
Nils Heinemann, Jörg Pohle
1. Netzwerktreffen KI in der PflegeFrom 26.09.2023 to 27.09.2023. Urania, Berlin, Germany. Co-Organised by: Universität Bremen, Charité Universitätsmedizin Berlin, Berliner Hochschule für Technik, vediso – Verband für Digitalisierung in der Sozialwirtschaft e.V. (National) Further information
Nils Heinemann, Maximilian von Grafenstein, Jörg Pohle
1. KIP-SDM-Workshop: Risikoidentifizierung, -bewertung und -minimierung08.09.2023. Humboldt Institute for Internet and Society, Berlin, Germany (National)
Nils Heinemann, Jörg Pohle
ProKIP Methoden-Lab: Fairness von KI19.06.2023. Einstein Center Digital Future, Berlin, Germany. Co-Organised by: Charité Institut für Medizinische Informatik, Berliner Hochschule für Technik (National)
Nils Heinemann, Jörg Pohle
ProKIP Methoden-Lab: Datenverfügbarkeit nachhaltig sicherstellen08.05.2023. Humboldt Institute for Internet and Society, Berlin, online. Co-Organised by: Charité, BHT (National)
Jörg Pohle
ProKIP Methoden-Lab: Anonymisierung13.02.2023. Humboldt Institute for Internet and Society, Berlin, online. Co-Organised by: Charité, BHT (National)
Jörg Pohle
ProKIP Methoden-Lab: Datenschutz und Fairness in Federated Learning21.11.2022. Einstein Center Digital Future, Berlin, Germany. Co-Organised by: Charité Institut für Medizinische Informatik, Berliner Hochschule für Technik (National)
Nils Heinemann, Jörg Pohle