Trustworthy Artificial Intelligence for Personalised Risk Assessment in Chronic Heart Failure

Informazioni relative al progetto

AI4HF

ID dell’accordo di sovvenzione: 101080430

DOI

10.3030/101080430

Data della firma CE 12 Aprile 2023

Data di avvio 1 Giugno 2023

Data di completamento 31 Maggio 2027

Finanziato da

• Health

Costo totale

€ 5 910 451,25

Contributo UE

€ 5 910 451,25

Coordinato da

STICHTING NETHERLANDS HEART INSTITUTE
Netherlands

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Pubblicazioni

Other (3)

AI4HF System Requirements: A FUTURE-AI-Aligned, ISO/IEC/IEEE 29148 Requirements Dataset for Trustworthy Heart Failure Decision Support

Autori: Angi, Antonino; Perramon Llussà, Joan; Stepin, Ilia; Cabrita, Miriam; ten Broeke, Johanneke; Sinaci, A. Anil; Postacı, Şenan; Dantas, Carina; Boonstra, Machteld J; Haitjema, Saskia; Triantafyllidis, Andreas; Rao, Shishir; Buijsman, Stefan; Smorenburg, Ste
Pubblicato in: 2026
Editore: NA

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

Autori: 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
Pubblicato in: medRxiv, 2023
Editore: Cold Spring Harbor Laboratory
DOI: 10.1101/2023.09.10.23295251

AI in Healthcare: The AI Act and other Regulatory Issues

Autori: Favaro, John
Pubblicato in: AI in Healthcare: The AI Act and other Regulatory Numeros, 2024
Editore: Zendo
DOI: 10.5281/zenodo.13935246

Peer reviewed articles (12)

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

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

A transformer-based survival model for prediction of all-cause mortality in patients with heart failure: a multi-cohort study

Autori: Shishir Rao, Nouman Ahmed, Gholamreza Salimi-Khorshidi, Christopher Yau, Huimin Su, Nathalie Conrad, Folkert W. Asselbergs, Mark Woodward, Rod Jackson, John GF Cleland, Kazem Rahimi
Pubblicato in: npj Digital Medicine, Numero 9, 2026, ISSN 2398-6352
Editore: Springer Science and Business Media LLC
DOI: 10.1038/S41746-025-02296-5

Artificial intelligence: revolutionizing cardiology with large language models

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

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

Autori: 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
Pubblicato in: Global Heart, Numero 19, 2024, ISSN 2211-8179
Editore: Ubiquity Press, Ltd.
DOI: 10.5334/gh.1298

Digital consults in heart failure care: a randomized controlled trial

Autori: 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
Pubblicato in: Nature Medicine, Numero 30, 2024, ISSN 1078-8956
Editore: Springer Science and Business Media LLC
DOI: 10.1038/s41591-024-03238-6

Large Language Models for Cardiovascular Disease, Cancer, and Mental Disorders: A Review of Systematic Reviews

Autori: Andreas Triantafyllidis, Sofia Segkouli, Stelios Kokkas, Anastasios Alexiadis, Evdoxia Eirini Lithoxoidou, George Manias, Athos Antoniades, Konstantinos Votis, Dimitrios Tzovaras
Pubblicato in: Healthcare, Numero 14, 2025, ISSN 2227-9032
Editore: MDPI AG
DOI: 10.3390/HEALTHCARE14010045

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

Autori: Folkert W Asselbergs, Dipak Kotecha
Pubblicato in: European Heart Journal, Numero 44, 2023, ISSN 0195-668X
Editore: Oxford University Press (OUP)
DOI: 10.1093/EURHEARTJ/EHAD424

Patient and clinician voices in shaping AI for equitable heart failure management

Autori: M Cabrita, A Freitas, N Machado, C Dantas, E Ródenas-Alesina, J ten Broeke, M Boonstra, G Gabino-González, P Chillo, M Bakošová
Pubblicato in: European Journal of Public Health, Numero 35, 2025, ISSN 1101-1262
Editore: Oxford University Press (OUP)
DOI: 10.1093/EURPUB/CKAF161.390

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

Autori: Jan Rodríguez-Miret, Eulàlia Farré-Maduell, Salvador Lima-López, Laura Vigil, Vicent Briva-Iglesias, Martin Krallinger
Pubblicato in: Information, Numero 15, 2025, ISSN 2078-2489
Editore: MDPI AG
DOI: 10.3390/info15100585

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

Autori: 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
Pubblicato in: Science Advances, 2023, ISSN 2375-2548
Editore: Washington, DC : American Association for the Advancement of Science
DOI: 10.1126/SCIADV.ADD4984

Prioritising genetic findings for drug target identification and validation

Autori: Nikita Hukerikar, Aroon D. Hingorani, Folkert W. Asselbergs, Chris Finan, Amand F. Schmidt
Pubblicato in: Atherosclerosis, Numero 390, 2024, ISSN 0021-9150
Editore: Elsevier BV
DOI: 10.1016/J.ATHEROSCLEROSIS.2024.117462

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

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

Conference proceedings (5)

Policy Perspectives on Challenges, Barriers and Potential Enablers of Large-Scale AI-Driven Solutions in Cardiology

Autori: Carina Dantas, Miriam Cabrita, Daniel Dias, Saskia Haitjema, Folkert W. Asselbergs
Pubblicato in: 2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2026
Editore: IEEE
DOI: 10.1109/METROXRAINE66377.2025.11340294

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

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

Integrating Participatory Research and Literature Review to Identify Social and Ethical Requirements for Responsible AI in Heart Failure Treatment

Autori: Miriam Cabrita, Natália Machado, Harm op den Akker, Isabella Cinà, Joan Perramon Llussà, Saskia Haitjema, Andreas Triantafyllidis, Stefan Buijsman, Carina Dantas
Pubblicato in: 2025 10th International Digital Public Health Conference (DPH), 2025
Editore: IEEE
DOI: 10.1109/DPH66411.2025.11198049

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

Autori: 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
Pubblicato in: 2024 20th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2024
Editore: IEEE
DOI: 10.1109/SIPAIM62974.2024.10783548

High-Quality Analytic Isosurface Rendering for Web-Based Cardiac Imaging

Autori: Vasileios Lazaros Charalampidis, M. Louis Handoko, Eduard Ródenas-Alesinao, Folkert W. Asselbergs, Konstantinos Votis, Paschalis Bizopoulos, Andreas Triantafyllidis
Pubblicato in: 2025 IEEE 25th International Conference on Bioinformatics and Bioengineering (BIBE), 2025
Editore: IEEE
DOI: 10.1109/BIBE66822.2025.00019

Book chapters (1)

ClinLinker: Medical Entity Linking of Clinical Concept Mentions in Spanish

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