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CORDIS

RE-SAMPLE

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Privacy-preserving designs of ML (opens in new window)

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

End-user involvement for design and evaluation - 2nd year (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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

SROI Methodology and first Quick Scan SROI ratio (opens in new window)

describes the methodology and results from the quick scan SROI

Ethics strategy (opens in new window)

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 (opens in new window)

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 (opens in new window)

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

Project website (opens in new window)

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

Data management plan (opens in new window)

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

Publications

Efficient Ranking, Order Statistics, and Sorting under CKKS

Author(s): Federico Mazzone, Maarten Everts, Florian Hahn, Andreas Peter
Published in: USENIX Security 2025, 2025, Page(s) 8541–8558, ISBN 978-1-939133-52-6
Publisher: USENIX Association

A Multiple Source Data Collection and Integration Paradigm for the Creation of a Dynamic COPD Data Mart (opens in new window)

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

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

Author(s): Christiane Grünloh, Eline te Braake, Marian Hurmuz, Stephanie Jansen-Kosterink
Published 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, Page(s) 28-32, ISSN 1861-4280
Publisher: IISI - International Institute for Socio-Informatics

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

Author(s): Stephanie Jansen-Kosterink
Published in: Games for Health Europe, 2025
Publisher: Non applicable

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

Author(s): Damion Lourensz, Giulio Pagliari, Rain Jõgi, Dumiana Chamaon, Stephanie Jansen-Kosterink & Monique Tabak
Published in: Abstract book of Supporting Health By Technology, 2025, Page(s) 83
Publisher: Non applicable

Repeated Knowledge Distillation with Confidence Masking to Mitigate Membership Inference Attacks (opens in new window)

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

End-user and stakeholder participation in the European eHealth projectRE-SAMPLE (opens in new window)

Author(s): Christiane Grünloh, Marian Hurmuz, Eline te Braake, Stephanie Jansen-Kosterink
Published in: Mensch und Computer 2023 – Workshopband, 03.-06. September 2023, Rapperswil, Issue 8/24/2023, 2023
Publisher: GI
DOI: 10.18420/muc2023-mci-ws02-436

RE-SAMPLE Platform for training and use of COPD exacerbation risk prediction models (opens in new window)

Author(s): 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
Published in: Rehabilitation and chronic care, 2025, Page(s) PA2319
Publisher: 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 (opens in new window)

Author(s): Marian Z.M. Hurmuz, Eline te Braake, Stephanie Maria Jansen-Kosterink, Christiane Grünloh
Published in: Nordic Conference on Human-Computer Interaction, 2025, Page(s) 1-13, ISBN 9798400709661
Publisher: ACM
DOI: 10.1145/3679318.3685486

A Real-Time COPD Exacerbation Detection Algorithm Using multi-morbid symptom diaries: Insights from a Multi-Site Study (opens in new window)

Author(s): 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
Published in: 2025 IEEE 13th International Conference on Healthcare Informatics (ICHI), 2025, Page(s) 716-724
Publisher: IEEE
DOI: 10.1109/ichi64645.2025.00109

Federated Learning in Multi-Center, Personalized Healthcare for COPD and Comorbidities: The RE-SAMPLE Platform (opens in new window)

Author(s): 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
Published in: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025, Page(s) 499-506, ISBN 978-989-758-731-3
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013149800003911

The Societal Impact of a Virtual Companionship Programme for People with Chronic Obstructive Pulmonary Disease (opens in new window)

Author(s): Stephanie Jansen-Kosterink, Marian Hurmuz
Published in: Preprint SSRN, Issue 10/20/2023, 2023
Publisher: SSRN
DOI: 10.2139/ssrn.4607620

Self-management of COPD supported by eHealth: Patients' attitudes towards monitoring, risk prediction and virtual coaching (opens in new window)

Author(s): Marian Hurmuz, Eline te Braake, Stephanie Jansen-Kosterink, Christiane Grünloh
Published in: Preprint Research Square, Issue 12/22/2023, 2023
Publisher: Research Square
DOI: 10.21203/rs.3.rs-3781312/v1

Encrypt What Matters: Selective Model Encryption for More Efficient Secure Federated Learning (opens in new window)

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

The interplay between symptom deterioration of chronic obstructive pulmonary disease and chronic heart failure (opens in new window)

Author(s): 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
Published in: Heart & Lung, Issue 74, 2025, Page(s) 57-64, ISSN 0147-9563
Publisher: 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 (opens in new window)

Author(s): Eline te Braake, Christiane Grünloh, Monique Tabak
Published in: International Journal of Chronic Obstructive Pulmonary Disease, Issue 1/17/2024, 2024, Page(s) 175-192, ISSN 1176-9106
Publisher: Dove Medical Press Ltd
DOI: 10.2147/copd.s432568

Exploring Patterns of COPD Exacerbations and Comorbid Flare-Ups (opens in new window)

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

ERS Congress 2024: highlights from the Allied Respiratory Professionals Assembly (opens in new window)

Author(s): Astrid Blondeel, Madeleine Driskel, Anke Lenferink, Lian Trapman, Jellien Makonga-Braaksma, Daniel Langer, Heleen Demeyer
Published in: ERJ Open Research, Issue 11, 2025, Page(s) 01145-2024, ISSN 2312-0541
Publisher: 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 (opens in new window)

Author(s): Roswita M.E. Vaseur, Eline te Braake, Tessa Beinema, Wendy Oude Nijeweme - d’Hollosy, Monique Tabak
Published in: Patient Education and Counseling, Issue 124, 2024, Page(s) 108267, ISSN 0738-3991
Publisher: 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 (opens in new window)

Author(s): Sanne van Dijk, Marjolein Brusse-Keizer, Charlotte Bucsán, Eline Ploumen, Wendy van Beurden, Job van der Palen, Carine Doggen, Anke Lenferink
Published in: International Journal of Chronic Obstructive Pulmonary Disease, Issue 2/23/2024, 2024, Page(s) 531-541, ISSN 1178-2005
Publisher: 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 (opens in new window)

Author(s): Eline te Braake, Roswita Vaseur, Christiane Grünloh, Monique Tabak
Published in: Journal of Medical Internet Research, Issue 27, 2025, Page(s) e57649, ISSN 1438-8871
Publisher: Journal of medical Internet Research
DOI: 10.2196/57649

Digital Therapeutics: Virtual Coaching Powered by Artificial Intelligence on Real-World Data (opens in new window)

Author(s): Harm op den Akker; Miriam Cabrita; Aristodemos Pnevmatikakis
Published in: Frontiers in Computer Science, Vol 3 (2021), Issue 12/16/2021, 2021, ISSN 2624-9898
Publisher: Frontiers Media S.A.
DOI: 10.3389/fcomp.2021.750428

Artificial intelligence in systematic reviews: promising when appropriately used (opens in new window)

Author(s): Sanne van Dijk, Marjolein Brusse-Keizer, Charlotte Bucsán, Job van der Palen, Carine Doggen, Anke Lenferink
Published in: BMJ Open, Issue 7/7/2023, 2023, Page(s) e072254, ISSN 2044-6055
Publisher: BMJ Publishing Group
DOI: 10.1136/bmjopen-2023-072254

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