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Das Bremen Ambient Assisted Living Lab und darüber hinaus – Intelligente Umgebungen, smarte Services und Künstliche Intelligenz in der Medizin für den Menschen

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Künstliche Intelligenz im Gesundheitswesen

Zusammenfassung

Im Bremen Ambient Assisted Living Lab (BAALL) werden intelligente Umgebungen und Smart Services für den Heimbereich entworfen, entwickelt und erprobt. Viele dieser Techniken können auch außerhalb des BAALL von Nutzen sein. In diesem Beitrag wird das BAALL vorgestellt, und es werden Beispiele von Techniken, die außerhalb des BAALL Anwendung finden, gezeigt. Grundgedanke hierbei ist die zunehmende Vernetzung von Medizingeräten und persönlichen Assistenten im Smarthome und im Gesundheitsbereich. Diese führt zu einem hohen Datenaufkommen, das Potenzial und Risiken bietet. Nur wenn den Risiken verantwortungsvoll begegnet wird, dann können die sich bietenden Potenziale, wie eine verbesserte Prognostik und Diagnostik, gehoben werden.

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Literatur

  • Abadi M., McMahan B., Chu A., Mironov I., Zhang L., Goodfellow I., & Talwar K. (2016). Deep learning with differential privacy. In Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, Association for Computing Machinery (ACM), 24–28.10.2016, New-York, NY, USA.

    Google Scholar 

  • Ascape. (2020). Artificial intelligence supporting cancer patients acroess Europe, Ascape (Hrsg.). https://ascape-project.eu/. Zugegriffen: 20. Nov. 2020.

  • ASSAM. (2020). Assistants for Safe Mobility, Bremen Ambient Assisted Living Lab und Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI, Hrsg.). https://www-cps.hb.dfki.de/assam/. Zugegriffen: 20. Nov. 2020.

  • Autexier S., Goleva R., Garcia N., Stainov R., Ganchev I., Mavromoustakis C., Dobre C., Chorbev I., Trajkovik V., & Zdravevski E. (2017). End-users’ AAL and ELE service scenarios in smart personal environments. In R. Goleva, I. Ganchev, C. Dobre, N. Garcia, & C. Valderrama (Hrsg.), Enhanced Living Environments: From models to technologies, Institution of Engineering and Technology (S. 101–131). IET Digital Library, Institution of Engineering and Technology.

    Google Scholar 

  • Carioli, G., Bertuccio, P., & Boffeta, P. (2020). European cancer mortality predictions for the year 2020 with a focus on prostate cancer. Annals of Oncology, 5(31), 650–658. https://doi.org/10.1016/j.annonc.2020

    Article  Google Scholar 

  • CrowdHEALTH. (2020). Crowd Health, European Union’s Horizon 2020 Research and Innovation Programme. https://www.crowdhealth.eu. Zugegriffen: 20. Nov. 2020.

  • INTUITIV. (2020). INTUITIV: Intuitive-nonverbal and informative-verbal robot-human communication Cyber-Physical Systems (CPS). https://www-cps.hb.dfki.de/research/projects/INTUITIV. Zugegriffen: 20. Nov. 2020.

  • ECA. (2013). Design für Alle erfolgreich umsetzen – Von der Theorie zur Praxis. Design für Alle – Deutschland e. V. (EDAD), Fürst Donnersmarck-Stiftung zu Berlin (Hrsg.), Berlin.

    Google Scholar 

  • Editorial of The Lancet Oncology. (2016). Perceptions of cancer in society must change. The Lancet Oncology, 17(3), 257. https://doi.org/10.1016/S1470-2045(16)00091-7.

    Article  Google Scholar 

  • El-Yahyaoui, A., & Elkettani, M. (2016). Fully homomorphic encryption: State of art and comparison. International Journal of Computer Science and Information Security, 14(4), 159.

    Google Scholar 

  • European Union Agency for Cybersecurity. (2019). Pseudonymisation techniques and best practices. in: Bourka A., Dorgkaris P., Agrafiotis I. (Hrsg.), European Union Agency for Cybersecurity, Athens, Greece, S. 1–48. https://www.enisa.europa.eu/publications/pseudonymisation-techniques-and-best-practices. Zugegriffen: 1. Dez. 2020.

  • Gentry C., & Halevi, S. (2011). Implementing Gentry’s fully-homomorphic encryption scheme. In Lecture notes in computer science (including subseries Lecture Notes in artificial intelligence and lecture notes in bioinformatics) (Bd. 6632). LNCS, S. 129–148. Springer. https://doi.org/10.1007/978-3-642-20465-4_9..

  • Institute of Medicine. (2014). Capturing social and behavioral domains in electronic health records: Phase 1. National Academies.

    Google Scholar 

  • KI-SIGS. (2020). KI-SIGS, Spaces für intelligente Gesundheitssysteme, UniTransferKlinik (Hrsg.). https:/ki-sigs.de. Zugegriffen: 20. Nov. 2020.

  • Kollmann J., Lankenau A., Bühlmeier A., Krieg-Brückner B., & Röfer T. (1997). Navigation of a kinematically restricted wheelchair by the parti-game algorithm. Spatial reasoning in mobile robots and animals. In Spatial Reasoning in Mobile Robots and Animals (AISB-97) Workshop, April 7–8, Manchester, UK, Technical Report Number UMCS-97–4–1, Department of Computer Science, Manchester University, S. 35–44.

    Google Scholar 

  • Krieg-Brückner B., Gersdorf B., Döhle M., & Schill K. (2009). Technik für Senioren in spe im Bremen Ambient Assisted Living Lab. Ambient Assisted Living. In 2. Deutscher AAL-Kongress 27–28.01.2009, Berlin, VDE.

    Google Scholar 

  • Krieg-Brückner, B., Röfer, T., Shi, H., & Gersdorf, B. (2010). Mobility assistance in the bremen ambient assisted living lab. GeroPsych, 23(2), 121–130.

    Article  Google Scholar 

  • Krieg-Brückner B., Autexier S., Rink M., & Ghomsi Nokam S. (2015a). Formal modelling for cooking assistance. In B. Krieg-Brückner, S. Autexier, M. Rink, S. Ghomsi Nokam, R. De Nicola, & R. Hennicker (Hrsg.), Software, services and systems – Essays dedicated to martin wirsing on the occasion of his emeritation (S. 355–376). LNCS 8950, Springer.

    Google Scholar 

  • Krieg-Brückner B., Mandel C., Budelmann C., Gersdorf B., & Martínez A. (2015b). Indoor and outdoor mobility assistance. In B. Krieg-Brückner, C. Mandel, C. Budelmann, B. Gersdorf, A. Martínez, R. Wichert, & H.Klausing (Hrsg.), Ambient Assisted Living – 7 (S. 33–52). AAL-Kongress 2014, Berlin, VDE, 21.01.–22.01.2014, Springer International Publishing.

    Google Scholar 

  • Lankenau, A., & Röfer, T. (2001). A versatile and safe mobility assistant: The Bremen autonomous wheelchair Implements obstacle avoidance plus driving and routing assistance in a shared-control system. IEEE Robotics and Automation Magazine, 7(1), 29–37.

    Article  Google Scholar 

  • Lankenau A., Meyer O., & Krieg-Brückner B. (1998). Safety in robotics: The bremen autonomous wheelchair. In Proceedings of the 5th International Workshop on Advanced Motion Control (AMC98), June 29-July 1st, Coimbra, Portugal, Department of Electrical Engineering, University of Coimbra, S. 524–529.

    Google Scholar 

  • Mandel C., & Birbach O. (2013). Localization in urban environments by matching sensor data to map information. In IEEE Explore – Proceedings of the 6th European Conference on Mobile Robots (ECMR’13), 25–27. September, Barcelona, Institut de Robotica i Informàtica Industrial, Technical University of Catalonia.

    Google Scholar 

  • Mandel C., & Laue T. (2010). Particle filter-based position estimation in road networks using digital elevation models. In IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 – Conference Proceedings, October 18–22, Taipei, Taiwan, IEEE, S. 5744–5749.

    Google Scholar 

  • Mandel C., Frese U., & Röfer T. (2006). Robot navigation based on the mapping of coarse qualitative route descriptions to route graphs. In IEEE International Conference on Intelligent Robots and Systems, October 9–15, Beijing, China, S. 205–210.

    Google Scholar 

  • Mandel C., Lüth T., Laue T., Röfer T., Gräser A., & Krieg-Brückner B. (2009). Navigating a smart wheelchair with a brain-computer interface interpreting steady-state visual evoked potentials. In IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2009, Hyatt Regency, St. Louis, USA, 11–15.10.2009, S. 1118–1125.

    Google Scholar 

  • Mandel C., Röfer T., & Frese U. (2007). Applying a 3DOF orientation tracker as a human-robot interface for autonomous wheelchairs. In IEEE 10th International Conference on Rehabilitation Robotics, ICORR’07, 13–15.06.2007, Noordwijk, The Netherlands, TNO, TU Delft, IRV, S. 52–59.

    Google Scholar 

  • Mandel C., Röfer T., & Lohmüller I. (2012). On the clinical evaluation of smart driving assistance for power wheelchairs. In IROS 2012 Workshop on Progress, Challenges and Future Perspectives in Navigation and Manipulation Assistance for Robotic Wheelchairs. Institute of Electrical and Electronics Engineers (IEEE), 7–12.10.2012, Vilamoura, Algarve, Portugal, University of Coimbra.

    Google Scholar 

  • Röfer T., & Lankenau A. (1999). Ensuring safe obstacle avoidance in a shared-control system. In 7th IEEE International Conference on Emerging Technologies and Factory Automation. Proceedings ETFA ’99, Cat. No.99TH8467, Institute of Electrical and Electronics Engineers (IEEE), 8–21 October, Barcelona, Spain, UPC, S. 1405–1414.

    Google Scholar 

  • Röfer T., & Lankenau A. (2000). Architecture and applications of the bremen autonomous wheelchair. Information Sciences 126 (1–4), 1–20. Elsevier.

    Google Scholar 

  • Siegel, R. L., Miller, K. D., & Jermal, A. (2020). Cancer statistics. CA: A Cancer Journal for Clinicians, 70(1), 7–30. https://doi.org/10.3322/caac.21590.

    Article  Google Scholar 

  • The Office for Civil Rights. (2012). Guidance regarding methods for de-identification of protected health information in accordance with the Health Insurance Portability and Accountability Act (HIPAA) Privacy Rule. U. S. Department of Health & Human Services (Hrsg.). Washington DC.

    Google Scholar 

  • Weiser M. (1991). The computer for the 21st century. Scientific American, Vol., 265(3),  94–104.

    Google Scholar 

  • WHO. (o. J.). The determinants of health. World Health Organization (WHO, Ed.). Genf. https://www.who.int/news-room/q-a-detail/determinants-of-health. Zugegriffen: 5. Nov. 2020.

  • WHO. (1996). WHOQOL-BREF: Introduction, administration, scoring and generic version of the assessment : field trial version. World Health Organization. Division of Mental Health (WHO, Hrsg.), Genf.

    Google Scholar 

  • Xu, J., Glicksberg, B. S., Su, C., Walker, P., Bian, J., & Wang, F. (2020). Federated learning for healthcare informatics. Journal of Healthcare Informatics Research. https://doi.org/10.1007/s41666-020-00082-4.

    Article  Google Scholar 

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Authors and Affiliations

  1. Deutsches Forschungszentrum für Künstliche Intelligenz Forschungsbereich Cyber-Physical Systems, Universität Bremen, Bremen, Deutschland

    Serge Autexier, Christoph Lüth & Rolf Drechsler

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  1. Serge Autexier
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  2. Christoph Lüth
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  3. Rolf Drechsler
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Correspondence to Serge Autexier .

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Editors and Affiliations

  1. Hochschule für angewandte Wissenschaften Neu-Ulm, Fakultät Gesundheitsmanagement, Neu-Ulm, Deutschland

    Mario A. Pfannstiel

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Autexier, S., Lüth, C., Drechsler, R. (2022). Das Bremen Ambient Assisted Living Lab und darüber hinaus – Intelligente Umgebungen, smarte Services und Künstliche Intelligenz in der Medizin für den Menschen. In: Pfannstiel, M.A. (eds) Künstliche Intelligenz im Gesundheitswesen. Springer Gabler, Wiesbaden. https://doi.org/10.1007/978-3-658-33597-7_40

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  • DOI: https://doi.org/10.1007/978-3-658-33597-7_40

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