RE-SAMPLE

Projektinformationen

RE-SAMPLE

ID Finanzhilfevereinbarung: 965315

DOI

10.3030/965315

Projekt abgeschlossen

EK-Unterschriftsdatum 18 Januar 2021

Startdatum 1 März 2021

Enddatum 31 August 2025

Finanziert unter

• SOCIETAL CHALLENGES - Health, demographic change and well-being

Gesamtkosten

€ 5 960 795,00

EU-Beitrag

€ 5 960 795,00

Koordiniert durch

UNIVERSITEIT TWENTE
Netherlands

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (12)

Privacy-preserving designs of ML

Presents the privacy-by-design predictive models based on encrypted key features.

End-user involvement for design and evaluation - 2nd year

yearly reports the setup of the end-user panel and the end-user studies that are performed in that time-frame.

Quality, risk and IPR management plan

Contains the main guidelines on the quality management/control procedures to be applied in the project, along with relevant risk management procedures and methodologies.

Security and Data Protection Policies

defines all the security and data protection policies that should be in place to protect the data of the platform and also comply with the GDPR requirements. D4.8 follows the iterations of Tasks 4.2 and 4.6.

End-user involvement for design and evaluation - 3rd year

yearly reports the setup of the end-user panel and the end-user studies that are performed in that time-frame.

End-user involvement for design and evaluation

yearly reports the setup of the enduser panel and the enduser studies that are performed in that timeframe

Functional specifications for the virtual companionship programme

Describes the results of the design sessions for creating the virtual companionship programme the functional requirements that are derived from these participatory design sessions and their validation

User needs and expectations for privacy-abiding RWD collection

Discusses the functional and visual requirements for developing a RWD collection procedure and interface

SROI Methodology and first Quick Scan SROI ratio

describes the methodology and results from the quick scan SROI

Ethics strategy

Describes the strategy related to the ethics issues including indepth analysis of regulations protocols and procedures for the clinical studies to be followed by the project team

Representation of Multi-Modal Data and Disease Progression Monitoring Features

describes the data format used to represent multimodal disease related information to be collected which is the input format for the algorithms to train the predictive model

Key features extraction

Describes the key features identified through model analysis for predictions of exacerbations and suggestions of interventions.

Websites, patent fillings, videos etc. (1)

Project website

showing a flexible website for information, news and regular updates.

Open Research Data Pilot (1)

Data management plan

Describes the data management life cycle for the data to be collected processed andor generated according to the template provided by the EC

Veröffentlichungen

Conference proceedings (11)

Efficient Ranking, Order Statistics, and Sorting under CKKS

Autoren: Federico Mazzone, Maarten Everts, Florian Hahn, Andreas Peter
Veröffentlicht in: USENIX Security 2025, 2025, Seite(n) 8541–8558, ISBN 978-1-939133-52-6
Herausgeber: USENIX Association

A Multiple Source Data Collection and Integration Paradigm for the Creation of a Dynamic COPD Data Mart

Autoren: Giulio Pagliari, Agni Delvinioti, Nicoletta Di Giorgi, Maria Vittoria De Girolamo, Angela Nervoso, Francesco Macagno, Carlotta Masciocchi, Stefano Patarnello, Alice Luraschi
Veröffentlicht in: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025, Seite(n) 507-514, ISBN 978-989-758-731-3
Herausgeber: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013150100003911

Balancing data-hungriness of AI and the workload of manual data collection

Autoren: Christiane Grünloh, Eline te Braake, Marian Hurmuz, Stephanie Jansen-Kosterink
Veröffentlicht in: International Reports on Socio-Informatics (IRSI), 19 (2). Position paper for the workshop on “Exploring Human-Centered AI in Healthcare: Diagnosis, Explainability and Trust” at ECSCW 2022, 2022, Seite(n) 28-32, ISSN 1861-4280
Herausgeber: IISI - International Institute for Socio-Informatics

Broaden Our Horizon: A Different View on the Evaluation of Games for Health

Autoren: Stephanie Jansen-Kosterink
Veröffentlicht in: Games for Health Europe, 2025
Herausgeber: Non applicable

Optimizing copd care: evaluating the virtual companion program (vcp) for patients and healthcare professionals

Autoren: Damion Lourensz, Giulio Pagliari, Rain Jõgi, Dumiana Chamaon, Stephanie Jansen-Kosterink & Monique Tabak
Veröffentlicht in: Abstract book of Supporting Health By Technology, 2025, Seite(n) 83
Herausgeber: Non applicable

Repeated Knowledge Distillation with Confidence Masking to Mitigate Membership Inference Attacks

Autoren: Mazzone, Federico; van den Heuvel, Leander; Huber, Maximilian; Verdecchia, Cristian; Everts, Maarten Hinderik; Hahn, Florian; Peter, Andreas
Veröffentlicht in: AISec 2022 - Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security, co-located with CCS 2022, Ausgabe 11/11/2022, 2022, Seite(n) 13-24, ISBN 978-1-4503-9880-0
Herausgeber: ACM
DOI: 10.1145/3560830.3563721

End-user and stakeholder participation in the European eHealth projectRE-SAMPLE

Autoren: Christiane Grünloh, Marian Hurmuz, Eline te Braake, Stephanie Jansen-Kosterink
Veröffentlicht in: Mensch und Computer 2023 – Workshopband, 03.-06. September 2023, Rapperswil, Ausgabe 8/24/2023, 2023
Herausgeber: GI
DOI: 10.18420/muc2023-mci-ws02-436

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

Autoren: Albert 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, Giulio Pagliari, Stefano Patarnello, Aristodemos Pnevmatikakis, Jarno Raid, Monique Tabak, Job Van
Veröffentlicht in: Rehabilitation and chronic care, 2025, Seite(n) PA2319
Herausgeber: European Respiratory Journal
DOI: 10.1183/13993003.congress-2024.pa2319

Self-management of COPD supported by eHealth: Patients' attitudes towards monitoring, risk prediction and virtual coaching

Autoren: Marian Z.M. Hurmuz, Eline te Braake, Stephanie Maria Jansen-Kosterink, Christiane Grünloh
Veröffentlicht in: Nordic Conference on Human-Computer Interaction, 2025, Seite(n) 1-13, ISBN 9798400709661
Herausgeber: ACM
DOI: 10.1145/3679318.3685486

A Real-Time COPD Exacerbation Detection Algorithm Using multi-morbid symptom diaries: Insights from a Multi-Site Study

Autoren: Agni Delvinioti, Danae Lekka, Giulio Pagliari, Efstathios Kanavos, Jakob Fabian Lehmann, Rain Jõgi, Marjolein G. J. Brusse-Keizer, Anke Lenferink, Konstantina Kostopoulou, Alice Luraschi, Monique Tabak, Sofoklis Kyriazakos
Veröffentlicht in: 2025 IEEE 13th International Conference on Healthcare Informatics (ICHI), 2025, Seite(n) 716-724
Herausgeber: IEEE
DOI: 10.1109/ichi64645.2025.00109

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

Autoren: Jakob Lehmann, Gesa Wimberg, Serge Autexier, Alberto Acebes, Christos Kalloniatis, Costas Lamprinoudakis, Thrasyvoulos Giannakopoulos, Andreas Menegatos, Agni Delvinioti, Giulio Pagliari, Nicoletta di Giorgi, Jarno Raid, Danae Lekka, Aristodemos Pnevmatikakis, Sofoklis Kyriazakos, Konstantina Kostopoulou, Monique Tabak
Veröffentlicht in: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025, Seite(n) 499-506, ISBN 978-989-758-731-3
Herausgeber: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013149800003911

Other (2)

The Societal Impact of a Virtual Companionship Programme for People with Chronic Obstructive Pulmonary Disease

Autoren: Stephanie Jansen-Kosterink, Marian Hurmuz
Veröffentlicht in: Preprint SSRN, Ausgabe 10/20/2023, 2023
Herausgeber: SSRN
DOI: 10.2139/ssrn.4607620

Self-management of COPD supported by eHealth: Patients' attitudes towards monitoring, risk prediction and virtual coaching

Autoren: Marian Hurmuz, Eline te Braake, Stephanie Jansen-Kosterink, Christiane Grünloh
Veröffentlicht in: Preprint Research Square, Ausgabe 12/22/2023, 2023
Herausgeber: Research Square
DOI: 10.21203/rs.3.rs-3781312/v1

Book chapters (1)

Encrypt What Matters: Selective Model Encryption for More Efficient Secure Federated Learning

Autoren: Federico Mazzone, Ahmad Al Badawi, Yuriy Polyakov, Maarten Everts, Florian Hahn, Andreas Peter
Veröffentlicht in: Lecture Notes in Computer Science, Data and Applications Security and Privacy XXXIX, 2025, Seite(n) 96-115, ISSN 978-3-031-96589-0978-3-031-96590-6
Herausgeber: Springer Nature Switzerland
DOI: 10.1007/978-3-031-96590-6_6

Peer reviewed articles (9)

The interplay between symptom deterioration of chronic obstructive pulmonary disease and chronic heart failure

Autoren: Sanne H.B. van Dijk, Marjolein G.J. Brusse-Keizer, Tanja Effing, Eline H. Ploumen, Paul D.L.P.M. van der Valk, Job van der Palen, Carine J.M. Doggen, Anke Lenferink
Veröffentlicht in: Heart & Lung, Ausgabe 74, 2025, Seite(n) 57-64, ISSN 0147-9563
Herausgeber: Mosby Inc.
DOI: 10.1016/j.hrtlng.2025.06.004

Shifting Responsibilities: Developing a Pan-European Service Model for a eHealth Technology Supporting Self-Management of People with Chronic Obstructive Pulmonary Disease and Comorbidities

Autoren: Eline te Braake, Christiane Grünloh, Monique Tabak
Veröffentlicht in: International Journal of Chronic Obstructive Pulmonary Disease, Ausgabe 1/17/2024, 2024, Seite(n) 175-192, ISSN 1176-9106
Herausgeber: Dove Medical Press Ltd
DOI: 10.2147/copd.s432568

Exploring Patterns of COPD Exacerbations and Comorbid Flare-Ups

Autoren: Sanne van Dijk, Marjolein Brusse-Keizer, Tanja Effing, Paul van der Valk, Eline Ploumen, Job van der Palen, Carine Doggen, Anke Lenferink
Veröffentlicht in: International Journal of Chronic Obstructive Pulmonary Disease, Ausgabe 11/16/2023, 2023, Seite(n) 2633-2644, ISSN 1178-2005
Herausgeber: Dove Medical Press
DOI: 10.2147/copd.s428960

ERS Congress 2024: highlights from the Allied Respiratory Professionals Assembly

Autoren: Astrid Blondeel, Madeleine Driskel, Anke Lenferink, Lian Trapman, Jellien Makonga-Braaksma, Daniel Langer, Heleen Demeyer
Veröffentlicht in: ERJ Open Research, Ausgabe 11, 2025, Seite(n) 01145-2024, ISSN 2312-0541
Herausgeber: European Respiratory Society (ERS)
DOI: 10.1183/23120541.01145-2024

Technology-supported shared decision-making in chronic conditions: A systematic review of randomized controlled trials

Autoren: Roswita M.E. Vaseur, Eline te Braake, Tessa Beinema, Wendy Oude Nijeweme - d’Hollosy, Monique Tabak
Veröffentlicht in: Patient Education and Counseling, Ausgabe 124, 2024, Seite(n) 108267, ISSN 0738-3991
Herausgeber: Elsevier BV
DOI: 10.1016/j.pec.2024.108267

Lack of Evidence Regarding Markers Identifying Acute Heart Failure in Patients with COPD: An AI-Supported Systematic Review

Autoren: Sanne van Dijk, Marjolein Brusse-Keizer, Charlotte Bucsán, Eline Ploumen, Wendy van Beurden, Job van der Palen, Carine Doggen, Anke Lenferink
Veröffentlicht in: International Journal of Chronic Obstructive Pulmonary Disease, Ausgabe 2/23/2024, 2024, Seite(n) 531-541, ISSN 1178-2005
Herausgeber: Dove Medical Press
DOI: 10.2147/copd.s437899

The State of the Art of eHealth Self-Management Interventions for People With Chronic Obstructive Pulmonary Disease: Scoping Review

Autoren: Eline te Braake, Roswita Vaseur, Christiane Grünloh, Monique Tabak
Veröffentlicht in: Journal of Medical Internet Research, Ausgabe 27, 2025, Seite(n) e57649, ISSN 1438-8871
Herausgeber: Journal of medical Internet Research
DOI: 10.2196/57649

Digital Therapeutics: Virtual Coaching Powered by Artificial Intelligence on Real-World Data

Autoren: Harm op den Akker; Miriam Cabrita; Aristodemos Pnevmatikakis
Veröffentlicht in: Frontiers in Computer Science, Vol 3 (2021), Ausgabe 12/16/2021, 2021, ISSN 2624-9898
Herausgeber: Frontiers Media S.A.
DOI: 10.3389/fcomp.2021.750428

Artificial intelligence in systematic reviews: promising when appropriately used

Autoren: Sanne van Dijk, Marjolein Brusse-Keizer, Charlotte Bucsán, Job van der Palen, Carine Doggen, Anke Lenferink
Veröffentlicht in: BMJ Open, Ausgabe 7/7/2023, 2023, Seite(n) e072254, ISSN 2044-6055
Herausgeber: BMJ Publishing Group
DOI: 10.1136/bmjopen-2023-072254