Publications
Applied research across artificial intelligence, biomedical engineering, healthcare, and public welfare.
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Kommunales Zukunftsmanagement im Anthropozän: Resilienzstrategien für 2045, 2026
Forthcoming article presenting a framework for resilient municipal development through ethical governance, feasibility analysis, local resources, cooperative implementation, and digital sovereignty.
George, W., & Larionov, P. (2026). Forthcoming in politische ökologie, 186 (expected October 2026). -
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. -
Angehörige besser integrieren, 2025
Article exploring strategies for improving the integration of family members in care processes, contributing to person-centered care.
George, W., & Larionov, P. (2025). Pflegezeitschrift, 78(5), pp. 55-58. DOI: 10.1007/s41906-025-2815-0 -
Composite AI: the Art of AI Collaboration, 2024
Essay on composite systems that combine generative AI, specialized models, and deterministic software.
Larionov, P. (2024). Published February 19, 2024. -
Reimagining Offline Experiences with Spatial Computing, 2024
Essay connecting spatial computing, Gaussian splatting, and digitally augmented place-based experiences.
Larionov, P. (2024). Published January 26, 2024. -
Beyond Centralized Social Media: How Open Protocols Are Reshaping the Internet, 2024
Essay explaining the Fediverse and why open protocols can reshape social platforms and the wider internet.
Larionov, P. (2024). Published January 22, 2024. -
Navigating the Future: Top 5 Tech Trends for 2024, 2023
Essay synthesizing technology trends around AI, spatial computing, observability, and automation.
Larionov, P. (2023). Published December 21, 2023. -
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 -
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 -
Entscheidungshilfen für den notärztlichen Dienst in der Versorgung Sterbender, 2021
Article presenting an Avenue-Pal decision aid for emergency physicians and rescue services supporting dying people.
George, W. M., & Larionov, P. (2021). Anästhesie Nachrichten, 3(4), pp. 52-53. DOI: 10.1007/s44179-021-0035-8 -
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 -
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), pp. 3-11. DOI: 10.1007/s15006-021-0171-6 -
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(6), pp. 57-60. DOI: 10.24945/MVF.06.19.1866-0533.2191 -
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 -
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 -
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.