Robotics Innovation Center

Publications

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Amelie Gyrard; Somayeh Abedian; Philip Gribbon; George Manias; Rick van Nuland; Kurt Zatloukal; Irina Emilia Nicolae; Gabriel Danciu; Septimiu Nechifor; Luis Marti-Bonmati; Pedro Mallol; Stefano Dalmiani; Serge Autexier; Mario Jendrossek; Ioannis Avramidis; Eva Garcia Alvarez; Petr Holub; Ignacio Blanquer; Anna Boden; Rada Hussein
Lessons Learned From European Health Data Projects With Cancer Use Cases: Implementation of Health Standards and Internet of Things Semantic Interoperability
In: Journal of Medical Internet Research (JMIR), Vol. 27, Page e66273, JMIR Publications, 3/2025.
Johannes Rust; Serge Autexier; Rolf Drechsler
Design Exploration für RISC-V Prozessoren zur Optimierung von Erklärbarkeit für Maschinelles Lernen
In: 28. Workshop Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV 2025). ITG/GMM/GI-Workshop "Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen" (MBMV-2025), March 11-12, Rostock, Germany, Pages 61-65, VDE, 3/2025.
Jakob Fabian Lehmann; Gesa Wimberg; Serge Autexier; Alberto Acebes; Agni Delvinioti; Nicoletta di Giorgi; Thrasyvoulos Giannakopoulos; Christos Kalloniatis; Konstantina Kostopoulou; Sofoklis Kyriazakos; Costas Lambrinoudakis; Danae Lekka; Andreas Menegatos; Giulio Pagliari; Aristodemos Pnevmatikakis; Monique Tabak
Federated Learning in Multi-Center, Personalized Healthcare for COPD and Comorbidities: The RE-SAMPLE Platform.
In: Sylvia Pelayo (Hrsg.). Proceedings 18th International Conference on Health Informatics (HEALTHINF 2025), 20-22 February 2025. International Conference on Health Informatics (HEALTHINF-2025), 18th International Conference on Health Informatics, located at BIOSTEC-2025, February 20-22, Porto, Portugal, ISBN 978-989-758-731-3, SCITEPRESS, 2/2025.
Alberto Acebes; Serge Autexier; Marjolein Brusse-Keizer; Agni Delvinioti; Thrasyvoulos Giannakopoulos; Christiane Grünloh; Florian Hahn; Rain Jögi; Christos Kalloniatis; Konstantina Kostopoulou; Sofoklis Kyriazakos; Kostas Lamprinoudakis; Jakob Lehmann; Danae Lekka; Anke Lenferink; Federico Mazzone; Guilio Pagliari; Stefano Patarnello; Aristodemos Pnevmatikakis; Jarno Raid; Monique Tabak; Job Van Der Palen; Gesa Wimberg
RE-SAMPLE Platform for training and use of COPD exacerbation risk prediction models
In: European Respiratory Journal (ERJ), Vol. 64, No. suppl 68, Page 1, ERS, 11/2024.
Hannah Friederike Fischer; Anke Königschulte; Jana Koch; Serge Autexier; Gesche Joost
Co-designing a Tangible Communication Device to Enrich Communication over Distance
In: Companion Proceedings of the 2024 Conference on Interactive Surfaces and Spaces. ACM International Conference on Interactive Surfaces and Spaces (ISS-2024), November 27-31, Vancouver BC Canada, Canada, Pages 58-62, ISBN 9798400712784, ACM, 10/2024.
Serge Autexier
On Using Large Language Models Pre-trained on Digital Twins as Oracles to Foster the Use of Formal Methods in Practice
In: Tiziana Margaria; Bernhard Steffen (Hrsg.). 12th International Symposium Leveraging Applications of Formal Methods, Verification and Validation, (ISOLA 2024),Crete, Greece, October 27–31, 2024, Part IV. International Symposium Leveraging Applications of Formal Methods, Verification and Validation (ISOLA-2024), October 27-31, Heraklion, Greece, LNCS, Vol. 15222, Springer Cham, 10/2024.
Amelie Gyrard; Philip Gribbon; Rada Hussein; Somayeh Abedian; Luis Marti Bonmati; Gibi Luisa Caborner; George Manias; Gabriel Danciu; Stefano Dalmiani; Serge Autexier; Rick van Nuland; Mario Jendrosse; Ioannis Avramidis; Eva Garcia Alvarez
Synergies Among Health Data Projects with Cancer Use Cases based on Health Standards
In: John Mantas; Arie Hasman (Hrsg.). Proceedings 34th Medical Informatics Europe Conference (MIE 2024). Medical Informatics Europe Congress (MIE-2024), Athens, Greece, Pages 1292-1296, Studies in Health Technol, Vol. 316, IOS Press, 8/2024.
Johannes Rust; Christian Mandel; Kathrin Stich; Serge Autexier
Predicting Hemodynamic and Pulmonary Decompensation with Deep Neural Networks: Performance and Explainability
In: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC-2024), Orlando, USA, 2024.
Mirjana Ivanovic; Serge Autexier; Miltiadis Kokkonidis; Johannes Rust
Quality medical data management within an open AI architecture – cancer patients case
In: Connection Science, Vol. 35, No. 1, Page 2194581, Taylor & Francis, 4/2023.
Milos Savic; Vladimir Kurbalija; Mihailo Ilic; Mirjana Ivanovic; Dusan Jakovetic; Antonios Valachis; Serge Autexier; Johannes Rust; Thanos Kosmidis
The application of machine learning techniques in prediction of quality of life features for cancer patients
In: Computer Science and Information Systems Journal, Vol. 20, No. 1, Pages 381-404, ComSIS Consortium, Novi Sad, Serbia, 1/2023.

Links

Robotics Innovation Center

Lessons Learned From European Health Data Projects With Cancer Use Cases: Implementation of Health Standards and Internet of Things Semantic Interoperability

Design Exploration für RISC-V Prozessoren zur Optimierung von Erklärbarkeit für Maschinelles Lernen

Federated Learning in Multi-Center, Personalized Healthcare for COPD and Comorbidities: The RE-SAMPLE Platform.

RE-SAMPLE Platform for training and use of COPD exacerbation risk prediction models

Co-designing a Tangible Communication Device to Enrich Communication over Distance

On Using Large Language Models Pre-trained on Digital Twins as Oracles to Foster the Use of Formal Methods in Practice

Synergies Among Health Data Projects with Cancer Use Cases based on Health Standards

Predicting Hemodynamic and Pulmonary Decompensation with Deep Neural Networks: Performance and Explainability

Quality medical data management within an open AI architecture – cancer patients case

The application of machine learning techniques in prediction of quality of life features for cancer patients

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Contact

Main site in Bremen