Trustworthy Artificial Intelligence for Personalised Risk Assessment in Chronic Heart Failure

Project Information

AI4HF

Grant agreement ID: 101080430

DOI

10.3030/101080430

EC signature date 12 April 2023

Start date 1 June 2023

End date 31 May 2027

Funded under

• Health

Total cost

€ 5 910 451,25

EU contribution

€ 5 910 451,25

Coordinated by

STICHTING NETHERLANDS HEART INSTITUTE
Netherlands

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

Documents, reports (9)

Project handbook including management strategy
Patient and clinical requirements
Trustworthy-by-Design Specification Document
Data Management Plan v1
AI product passport
Dissemination and communication strategy and plan

Dissemination and exploitation plan, including communication activities

Final multi-stakeholder requirements
Dissemination and communication materials incl. website
Study initiation package

Publications

Peer reviewed articles (16)

A scalable and transparent data pipeline for AI-enabled health data ecosystems

Author(s): Tuncay Namli; Ali Anıl Sınacı; Suat Gönül; Cristina Ruiz Herguido; Patricia Garcia-Canadilla; Adriana Modrego Muñoz; Arnau Valls Esteve; Gökçe Banu Laleci Ertürkmen
Published in: Frontiers in Medicine, 2024, ISSN 2296-858X
Publisher: Lausanne, Switzerland : Frontiers Media S.A.
DOI: 10.3389/FMED.2024.1393123

Exploring the Potential of Neural Machine Translation for Cross-Language Clinical Natural Language Processing (NLP) Resource Generation through Annotation Projection

Author(s): Rodríguez-Miret, J., Farré-Maduell, E., Lima-López, S., Vigil, L., Briva-Iglesias, V., Krallinger, M.
Published in: Information (Switzerland), Issue 15 (10), 2024, ISSN 2078-2489
Publisher: MDPI
DOI: 10.3390/info15100585

European Heart Journal

Author(s): Machteld J Boonstra; Davy Weissenbacher; Jason H Moore; Graciela Gonzalez-Hernandez; Folkert W Asselbergs
Published in: European Heart Journal, 2024, ISSN 0195-668X
Publisher: London, Saunders
DOI: 10.1093/eurheartj/ehad838

Artificial intelligence: revolutionizing cardiology with large language models

Author(s): Machteld J Boonstra, Davy Weissenbacher, Jason H Moore, Graciela Gonzalez-Hernandez, Folkert W Asselbergs
Published in: European Heart Journal, Issue 45, 2024, ISSN 0195-668X
Publisher: Oxford University Press (OUP)
DOI: 10.1093/EURHEARTJ/EHAD838

Characterization of Non-Ischemic Dilated Cardiomyopathy in a Native Tanzanian Cohort: MOYO Study

Author(s): Lulu Said Fundikira, Pilly Chillo, Mohamed Z. Alimohamed, Henry Mayala, Engerasiya Kifai, Geofrey M. Aloyce, Appolinary Kamuhabwa, Gideon Kwesigabo, Linda W. van Laake, Folkert W. Asselbergs
Published in: Global Heart, Issue 19, 2024, ISSN 2211-8179
Publisher: Ubiquity Press, Ltd.
DOI: 10.5334/gh.1298

Digital consults in heart failure care: a randomized controlled trial

Author(s): Jelle P. Man, Maarten A. C. Koole, Paola G. Meregalli, M. Louis Handoko, Susan Stienen, Frederik J. de Lange, Michiel M. Winter, Marlies P. Schijven, Wouter E. M. Kok, Dorianne I. Kuipers, Pim van der Harst, Folkert W. Asselbergs, Aeilko H. Zwinderman, Marcel G. W. Dijkgraaf, Steven A. J. Chamuleau, Mark J. Schuuring
Published in: Nature Medicine, Issue 30, 2024, ISSN 1078-8956
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s41591-024-03238-6

The CODE-EHR global framework: lifting the veil on health record data

Author(s): Folkert W Asselbergs, Dipak Kotecha
Published in: European Heart Journal, Issue 44, 2023, ISSN 0195-668X
Publisher: Oxford University Press (OUP)
DOI: 10.1093/EURHEARTJ/EHAD424

Exploring the Potential of Neural Machine Translation for Cross-Language Clinical Natural Language Processing (NLP) Resource Generation through Annotation Projection

Author(s): Jan Rodríguez-Miret, Eulàlia Farré-Maduell, Salvador Lima-López, Laura Vigil, Vicent Briva-Iglesias, Martin Krallinger
Published in: Information, Issue 15, 2025, ISSN 2078-2489
Publisher: MDPI AG
DOI: 10.3390/info15100585

European Heart Journal

Author(s): Folkert W Asselbergs; Dipak Kotecha
Published in: European Heart Journal, 2023, ISSN 0195-668X
Publisher: London, Saunders
DOI: 10.1093/eurheartj/ehad424

Druggable proteins influencing cardiac structure and function: Implications for heart failure therapies and cancer cardiotoxicity

Author(s): Schmidt, Amand F.; Bourfiss, Mimount; Alasiri, Abdulrahman; Puyol-Anton, Esther; Chopade, Sandesh; van Vugt, Marion; van der Laan, Sander W.; Gross, Christian; Clarkson, Chris; Henry, Albert; Lumbers, Tom R.; van der Harst, Pim; Franceschini, Nora; Bis, Joshua C.; Velthuis, Birgitta K.; te Riele, Anneline S. J. M.; Hingorani, Aroon D.; Ruijsink, Bram; Asselbergs, Folkert W.; van Setten, Jessica; Finan, Chris
Published in: Science Advances, 2023, ISSN 2375-2548
Publisher: Washington, DC : American Association for the Advancement of Science
DOI: 10.1126/SCIADV.ADD4984

Global Heart

Author(s): Lulu Said Fundikira; Pilly Chillo; Mohamed Z. Alimohamed; Henry Mayala; Engerasiya Kifai; Geofrey M. Aloyce; Appolinary Kamuhabwa; Gideon Kwesigabo; Linda W. van Laake; Folkert W. Asselbergs
Published in: Global Heart, 2024, ISSN 2211-8160
Publisher: [Oxford] : Elsevier Ltd.
DOI: 10.5334/gh.1298

Prioritising genetic findings for drug target identification and validation

Author(s): Nikita Hukerikar, Aroon D. Hingorani, Folkert W. Asselbergs, Chris Finan, Amand F. Schmidt
Published in: Atherosclerosis, Issue 390, 2024, ISSN 0021-9150
Publisher: Elsevier BV
DOI: 10.1016/J.ATHEROSCLEROSIS.2024.117462

Nature Medicine

Author(s): Jelle P. Man; Maarten A. C. Koole; Paola G. Meregalli; M. Louis Handoko; Susan Stienen; Frederik J. de Lange; Michiel M. Winter; Marlies P. Schijven; Wouter E. M. Kok; Dorianne I. Kuipers; Pim van der Harst; Folkert W. Asselbergs; Aeilko H. Zwinderman; Marcel G. W. Dijkgraaf; Steven A. J. Chamuleau; Mark J. Schuuring
Published in: Nature Medicine, 2024, ISSN 1078-8956
Publisher: New York, NY : Nature Pub. Co.
DOI: 10.1038/s41591-024-03238-6

Artificial Intelligence Review

Author(s): Gloria Menegaz; Steffen Petersen; Petia Radeva; Karim Lekadir; Aaron Mark Lee; Elisa Rauseo; Polyxeni Gkontra; Ilaria Boscolo Galazzo; Ahmed Salih
Published in: Artificial Intelligence Review, 2023, ISSN 0269-2821
Publisher: Oxford : Blackwell
DOI: 10.36227/techrxiv.24573304

Atherosclerosis

Author(s): Nikita Hukerikar; Aroon D. Hingorani; Folkert W. Asselbergs; Chris Finan; Amand F. Schmidt
Published in: Atherosclerosis, 2024, ISSN 0021-9150
Publisher: Amsterdam, Elsevier.
DOI: 10.1016/j.atherosclerosis.2024.117462

A review of evaluation approaches for explainable AI with applications in cardiology

Author(s): Ahmed M. Salih, Ilaria Boscolo Galazzo, Polyxeni Gkontra, Elisa Rauseo, Aaron Mark Lee, Karim Lekadir, Petia Radeva, Steffen E. Petersen, Gloria Menegaz
Published in: Artificial Intelligence Review, Issue 57, 2024, ISSN 1573-7462
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S10462-024-10852-WABSTRACT

Conference proceedings (2)

Overview of SympTEMIST at BioCreative VIII: corpus, guidelines and evaluation of systems for the detection and normalization of symptoms, signs and findings from text

Author(s): Lima-López S, Farré-Maduell E, Gasco-Sánchez L, Rodríguez-Miret J, Krallinger M.
Published in: Proceedings of the BioCreative VIII Challenge and Workshop: Curation and Evaluation in the era of Generative Models, 2023
Publisher: Zenodo
DOI: 10.5281/zenodo.10104547

Requirements for Human-Centered Artificial Intelligence: A Heart Failure Study Across Europe and Latin America

Author(s): Xènia Puig-Bosch, Machteld J. Boonstra, Miriam Cabrita, Joan Perramon, Sara Munive, Andrea Guala, Vladimír Kincl, Saskia Haitjema, Carina Dantas, Folkert W. Asselbergs, Karim Lekadir
Published in: 2024 20th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2024
Publisher: IEEE
DOI: 10.1109/SIPAIM62974.2024.10783548

Other (2)

DCM-PROGRESS: predicting end-stage heart failure in non-ischemic dilated cardiomyopathy patients

Author(s): A F Schmidt; P Leinveber; R Panovsky; L Soukup; P Machac; R R van de Leur; A Sammani; K Lekadir; A ter Riele; F W Asselbergs; M J Boonstra
Published in: medRxiv, 2023
Publisher: Cold Spring Harbor Laboratory
DOI: 10.1101/2023.09.10.23295251

AI in Healthcare: The AI Act and other Regulatory Issues

Author(s): Favaro, John
Published in: AI in Healthcare: The AI Act and other Regulatory Issues, 2024
Publisher: Zendo
DOI: 10.5281/zenodo.13935246

Book chapters (1)

ClinLinker: Medical Entity Linking of Clinical Concept Mentions in Spanish

Author(s): Fernando Gallego, Guillermo López-García, Luis Gasco-Sánchez, Martin Krallinger, Francisco J. Veredas
Published in: Lecture Notes in Computer Science, Computational Science – ICCS 2024, 2024, ISBN 978-3-031-63774-9
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63775-9_19