pavel 1ar.ionov
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Publications

Applied research across artificial intelligence, biomedical engineering, healthcare, and public welfare.

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  1. Angehorige besser integrieren (Better Integration of Relatives), 2025

    Article exploring strategies for improving the integration of family members in care processes, contributing to person-centered care.

    George, W., & Larionov, P. (2025). Pflege Wissenschaft, 78, pp. 55-58. DOI: 10.1007/s41906-025-2815-0
    DOI

  2. Technologische Infrastruktur und KI, 2026

    Artificial intelligence is becoming critical infrastructure - comparable to energy, security, and mobility. German municipalities already rely on a handful of foreign AI platforms for text generation, search, analysis, and operational coordination without owning or controlling the underlying systems. This chapter argues that cities and municipalities should build a local, federated AI architecture capable of running inference, document retrieval, coordination, and proactive analysis on-site. Five bottlenecks - data, regulation, hardware, workforce, and adoption - are analyzed; for each, a bottom-up path is outlined that starts from municipal need rather than national frontier ambition. The technical architecture relies on open interfaces, swappable models, and a cooperative rollout model that balances autonomy with collaboration. The goal is not total autarky but a position in which municipalities remain governable under stress, keep value creation in the region, and own AI as public infrastructure rather than renting it as a subscription.

    Larionov, P. (2026). Chapter manuscript submitted to Pabst Science Publishers on 2 July 2026.
    Book project Submission update Full pre-print for readers with a password

  3. Series of articles for Hyperinteractive Innovation Studio's blog, 2024

    A collection of articles discussing various technology trends and concepts, including Composite AI, the Fediverse, Spatial Computing, and top tech trends for 2024.

    Larionov, P. (2024).

  4. Scenarios of Dying in a Digitalized Society, 2023

    Book chapter exploring the impacts of digitalization on individual, social, and institutional approaches to dying, death, and mourning by 2045. Part of "How Will We Die in the Future?"

    Larionov, P. (2023). Wie werden wir in Zukunft sterben? Szenarien einer digitalisierten Gesellschaft, pp. 297-312. DOI: 10.30820/9783837961058-297
    English version DOI

  5. Correlation-based Spike Sorting of Multivariate Data, 2019

    Novel method for automated classification of neuronal waveforms (spikes) using principles of correlation.

    Larionov, P., Juergens, T. & Schanze, T. (2019). Current Directions in Biomedical Engineering, 5(1), pp. 113-116. DOI: 10.1515/cdbme-2019-0029
    DOI PDF

  6. Does Healthcare Research in Germany Need a Register of Places of Death?, 2019

    Discussion paper on the need for a centralized register to track places of death in Germany.

    George, W., Fritz, T., Papke, J., Weber, K., & Larionov, P. (2019). Monitor Versorgungsforschung, 12, pp. 48-51. DOI: 10.24945/MVF.06.19.1866-0533.2191
    DOI PDF

  7. Adaption of a Spike Sorting Algorithm to ECG Signals, 2018

    Conference paper on adapting spike sorting algorithm for analyzing Electrocardiogram (ECG) signals.

    Larionov, P., Janssen J.-D. and Schanze T. (2018). Biomedical Engineering / Biomedizinische Technik, Volume 63, Issue s1, Page 394. DOI: 10.1515/bmt-2018-6051
    DOI

  8. Correlation Based Spike Sorting, 2018

    Development of a resource-saving, easy-to-use, fast spike sorting algorithm based on calculating correlations of spike waveforms.

    Larionov, P. and Schanze T. (2018). Tagungsband, pp. 71-73. Pabst Science Publishers.

  9. Avenue-Pal Leitlinie Krankenhaus, 2023

    Regional palliative care guideline for hospitals developed within the Avenue-Pal project - practical framework for reducing unnecessary transfers of dying patients between institutions.

    George, W. et al. (2023). DOI: 10.13140/RG.2.2.35014.14404
    DOI PDF

  10. On the Development of a FHIR-compliant Backend for Processing HTTP Requests and API-based Management of Healthcare Documents, 2021

    FHIR-compliant server architecture for the Avenue-Pal caregiver app, enabling multi-platform health data access and API-based management of healthcare documents.

    Happel, R., Larionov, P., & Schanze, T. (2021). Current Directions in Biomedical Engineering, 7(2), pp. 133-135. DOI: 10.1515/cdbme-2021-2034
    DOI PDF

  11. Das G-BA-Innovationsfonds-Projekt Avenue-Pal, 2021

    Overview of the G-BA Innovation Fund project Avenue-Pal - analysis and improvement of cross-sector interface and transfer management in palliative care.

    George, W., Steffen, P., Schanze, T., Weber, K., Haberland, M., Herrmann, J., Ascensi, M., Larionov, P., Scheld, R., Dapper, J., Sibelius, U., Berthold, D., Brosch, S., Blum, K., Heidrich, C., & Kopp, I. (2021). MMW Fortschritte der Medizin, 163(S5).
    PDF