A European Health Data Toolbox for Enhancing Cardiology Data Interoperability, Reusability and Privacy

Informacje na temat projektu

DataTools4Heart

Identyfikator umowy o grant: 101057849

DOI

10.3030/101057849

Data podpisania przez KE 3 Czerwca 2022

Data rozpoczęcia 1 Października 2022

Data zakończenia 30 Września 2026

Finansowanie w ramach

• Health

Koszt całkowity

€ 7 747 906,25

Wkład UE

€ 7 747 905,00

Koordynowany przez

UNIVERSITAT DE BARCELONA
Spain

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Documents, reports (1)

Dissemination plan

Publikacje

Peer reviewed articles (22)

Cardiac magnetic resonance markers of pre-clinical hypertrophic and dilated cardiomyopathy in genetic variant carriers

Autorzy: Philip M. Croon, Marion van Vugt, Cornelis P. Allaart, Bram Ruijsink, Perry M. Elliott, Folkert W. Asselbergs, Rohan Khera, Connie R. Bezzina, Michiel Winter, A. Floriaan Schmidt
Opublikowane w: BMC Medicine, Numer 23, 2025, ISSN 1741-7015
Wydawca: Springer Science and Business Media LLC
DOI: 10.1186/S12916-025-04226-4

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

Autorzy: Tuncay Namli, Ali Anıl Sınacı, Suat Gönül, Cristina Ruiz Herguido, Patricia Garcia-Canadilla, Adriana Modrego Muñoz, Arnau Valls Esteve, Gökçe Banu Laleci Ertürkmen
Opublikowane w: Frontiers in Medicine, Numer 11, 2024, ISSN 2296-858X
Wydawca: Frontiers Media SA
DOI: 10.3389/FMED.2024.1393123

Five critical quality criteria for artificial intelligence-based prediction models

Autorzy: Florien S van Royen, Folkert W Asselbergs, Fernando Alfonso, Panos Vardas, and Maarten van Smeden
Opublikowane w: European Heart Journal, Numer 44, 2023, ISSN 0195-668X
Wydawca: Oxford University Press
DOI: 10.1093/eurheartj/ehad727

Digital twins: reimagining the future of cardiovascular risk prediction and personalised care

Autorzy: Katarzyna Dziopa, Karim Lekadir, Pim van der Harst, Folkert W. Asselbergs
Opublikowane w: Hellenic Journal of Cardiology, Numer 81, 2024, ISSN 1109-9666
Wydawca: Elsevier BV
DOI: 10.1016/J.HJC.2024.06.001

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

Autorzy: Folkert W Asselbergs; Dipak Kotecha
Opublikowane w: European Heart Journal, Numer 44, 2023, ISSN 0195-668X
Wydawca: Oxford University Press
DOI: 10.1093/eurheartj/ehad424

A textual dataset of de-identified health records in Spanish and Catalan for medical entity recognition and anonymization

Autorzy: Salvador Lima-López, Eulàlia Farré-Maduell, Luis Gasco, Jan Rodríguez-Miret, Santiago Frid, Xavier Pastor, Xavier Borrat, Martin Krallinger
Opublikowane w: Scientific Data, Numer 12, 2025, ISSN 2052-4463
Wydawca: Springer Science and Business Media LLC
DOI: 10.1038/S41597-025-05320-1

BMC Medicine

Autorzy: Philip M Croon; Marion van Vugt; Cornelis P Allaart; Bram Ruijsink; Perry M Elliott; Folkert W Asselbergs; Rohan Khera; Connie R Bezzina; Michiel Winter; Amand Floriaan Schmidt
Opublikowane w: BMC Medicine, 2025, ISSN 1741-7015
Wydawca: BioMed Central
DOI: 10.1101/2024.11.15.24317368

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

Autorzy: Ahmed M. Salih, Ilaria Boscolo Galazzo, Polyxeni Gkontra, Elisa Rauseo, Aaron Mark Lee, Karim Lekadir, Petia Radeva, Steffen E. Petersen, Gloria Menegaz
Opublikowane w: Artificial Intelligence Review, Numer 57, 2024, ISSN 1573-7462
Wydawca: Springer Science and Business Media LLC
DOI: 10.1007/S10462-024-10852-W

Diagnosis extraction from unstructured Dutch echocardiogram reports using span- and document-level characteristic classification

Autorzy: Bauke Arends, Melle Vessies, Dirk van Osch, Arco Teske, Pim van der Harst, René van Es, Bram van Es
Opublikowane w: BMC Medical Informatics and Decision Making, Numer 25, 2025, ISSN 1472-6947
Wydawca: Springer Science and Business Media LLC
DOI: 10.1186/S12911-025-02897-W

Artificial intelligence: revolutionizing cardiology with large language models

Autorzy: Machteld J Boonstra, Davy Weissenbacher, Jason H Moore, Graciela Gonzalez-Hernandez, Folkert W Asselbergs
Opublikowane w: European Heart Journal, Numer 45, 2024, ISSN 0195-668X
Wydawca: Oxford University Press
DOI: 10.1093/eurheartj/ehad838

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

Autorzy: 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
Opublikowane w: Global Heart, Numer 19, 2024, ISSN 2211-8160
Wydawca: Elsevier Science & Technology
DOI: 10.5334/gh.1298

Cardiovascular care with digital twin technology in the era of generative artificial intelligence

Autorzy: Phyllis M Thangaraj, Sean H Benson, Evangelos K Oikonomou, Folkert W Asselbergs, Rohan Khera
Opublikowane w: European Heart Journal, Numer 45, 2024, ISSN 0195-668X
Wydawca: Oxford University Press (OUP)
DOI: 10.1093/EURHEARTJ/EHAE619

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

Autorzy: Jan Rodriguez Miret; Eulalia Farre Maduell; Salvador Lima Lopez; Laura Vigil Gimenez; Vicent Briva-Iglesias; Martin Krallinger
Opublikowane w: Machine Translation for Conquering Language Barriers, 2024, ISSN 1573-0573
Wydawca: Springer Science and Business Media B.V.
DOI: 10.20944/PREPRINTS202408.0616.V1

Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions

Autorzy: Michele Miranda, Elena Sofia Ruzzetti, Andrea Santilli, Fabio Massimo Zanzotto, Sébastien Bratières, Emanuele Rodolà
Opublikowane w: Transactions on Machine Learning Research, 2025, ISSN 2835-8856
Wydawca: Transactions on Machine Learning Research
DOI: 10.48550/arXiv.2408.05212

FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare

Autorzy: Lekadir, Karim; Feragen, Aasa; Fofanah, Abdul Joseph; Frangi, Alejandro F; Buyx, Alena; Emelie, Anais; Lara, Andrea; Porras, Antonio R; Chan, An-Wen; Navarro, Arcadi; Glocker, Ben; Botwe, Benard O; Khanal, Bishesh; Beger, Brigit; Wu, Carol C; Cintas, Celia; Langlotz, Curtis P; Rueckert, Daniel; Mzurikwao, Deogratias; Fotiadis, Dimitrios I; Zhussupov, Doszhan; Ferrante, Enzo; Meijering, Erik; Weicken, Eva; González, Fabio A; Asselbergs, Folkert W; Prior, Fred; Krestin, Gabriel P; Collins, Gary; Tegenaw, Geletaw S; Kaissis, Georgios; Misuraca, Gianluca; Tsakou, Gianna; Dwivedi, Girish; Kondylakis, Haridimos; Jayakody, Harsha; Woodruf, Henry C; Mayer, Horst Joachim; Aerts, Hugo JWL; Walsh, Ian; Chouvarda, Ioanna; Buvat, Irène; Tributsch, Isabell; Rekik, Islem; Duncan, James; Kalpathy-Cramer, Jayashree; Zahir, Jihad; Park, Jinah; Mongan, John; Gichoya, Judy W; Schnabel, Julia A; Kushibar, Kaisar; Riklund, Katrine; Mori, Kensaku; Marias, Kostas; Amugongo, Lameck M; Fromont, Lauren A; Maier-Hein, Lena; Alberich, Leonor Cerdá; Rittner, Leticia; Phiri, Lighton; Marrakchi-Kacem, Linda; Donoso-Bach, Lluís; Martí-Bonmatí, Luis; Cardoso, M Jorge; Bobowicz, Maciej; Shabani, Mahsa; Tsiknakis, Manolis; Zuluaga, Maria A; Bielikova, Maria; Fritzsche, Marie-Christine; Camacho, Marina; Linguraru, Marius George; Wenzel, Markus; De Bruijne, Marleen; Tolsgaard, Martin G; Ghassemi, Marzyeh; Ashrafuzzaman, Md; Goisauf, Melanie; Yaqub, Mohammad; Abadía, Mónica Cano; Mahmoud, Mukhtar M E; Elattar, Mustafa; Rieke, Nicola; Papanikolaou, Nikolaos; Lazrak, Noussair; Díaz, Oliver; Salvado, Olivier; Pujol, Oriol; Sall, Ousmane; Guevara, Pamela; Gordebeke, Peter; Lambin, Philippe; Brown, Pieta; Abolmaesumi, Purang; Dou, Qi; Lu, Qinghua; Osuala, Richard; Nakasi, Rose; Zhou, S Kevin; Napel, Sandy; Colantonio, Sara; Albarqouni, Shadi; Joshi, Smriti; Carter, Stacy; Klein, Stefan; Petersen, Steffen E; Aussó, Susanna; Awate, Suyash; Raviv, Tammy Riklin; Cook, Tessa; Mutsvangwa, Tinashe E M; Rogers, Wendy A; Niessen, Wiro J; Puig-Bosch, Xènia; Zeng, Yi; Mohammed, Yunusa G; Aquino, Yves Saint James; Salahuddin, Zohaib; Starmans, Martijn P A
Opublikowane w: BMJ, 2025, ISSN 1756-1833
Wydawca: BMJ Publishing Group
DOI: 10.1136/BMJ-2024-081554

Explainable machine learning using echocardiography to improve risk prediction in patients with chronic coronary syndrome

Autorzy: Mitchel A Molenaar, Berto J Bouma, Folkert W Asselbergs, Niels J Verouden, Jasper L Selder, Steven A J Chamuleau, Mark J Schuuring
Opublikowane w: European Heart Journal, Numer 5, 2024, ISSN 0195-668X
Wydawca: Oxford University Press
DOI: 10.1093/ehjdh/ztae001

BMC Medical Informatics and Decision Making

Autorzy: Arends, Bauke; Vessies, Melle; van Osch, Dirk; Teske, Arco; van der Harst, Pim; van Es, René; van Es, Bram
Opublikowane w: BMC Medical Informatics and Decision Making, 2025, ISSN 1472-6947
Wydawca: BioMed Central
DOI: 10.48550/ARXIV.2408.06930

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

Autorzy: 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; etc.
Opublikowane w: Sience Advances, Numer 17, 2023, ISSN 2375-2548
Wydawca: American Association for the Advancement of Science
DOI: 10.1126/sciadv.add4984

MEDDOPLACE Shared Task overview: recognition, normalization and classification of locations and patient movement in clinical texts

Autorzy: Lima-López, Salvador; Farré-Maduell, Eulàlia; Brivá-Iglesias, Vicent; Gascó, Luis; Krallinger, Martin
Opublikowane w: Procesamiento del Lenguaje Natural, Numer 71, 2023, ISSN 1135-5948
Wydawca: Sociedad Espanola para el Procesamiento del Lenguaje Natural
DOI: 10.26342/2023-71-23

Explainable Artificial Intelligence and Cardiac Imaging: Toward More Interpretable Models

Autorzy: Salih, Ahmed; Boscolo Galazzo, Ilaria; Gkontra, Polyxeni; Lee, Aaron Mark; Lekadir, Karim; Raisi-Estabragh, Zahra; Petersen, Steffen E.
Opublikowane w: Circulation: Cardiovascular Imaging, Numer 4, 2023, ISSN 1941-9651
Wydawca: Lippincott Williams and Wilkins Ltd.
DOI: 10.1161/circimaging.122.014519

An assessment of the European Patient Summary for clinical research: a case study in cardiology

Autorzy: Gokce Banu Laleci Erturkmen, Ali Anil Sinaci, Tuncay Namli, Machteld J. Boonstra, Karim Lekadir, Polyxeni Gkontra, Catherine Chronaki, Rhonda Facile, Rebecca Baker, Rebecca Kush
Opublikowane w: Frontiers in Medicine, Numer 11, 2024, ISSN 2296-858X
Wydawca: Frontiers Media SA
DOI: 10.3389/FMED.2024.1481551

Prioritising genetic findings for drug target identification and validation

Autorzy: Nikita Hukerikara, Aroon D. Hingorani, Folkert W. Asselbergs, Chris Finan, Amand F. Schmidt
Opublikowane w: Atherosclerosis, Numer 390, 2024, ISSN 0021-9150
Wydawca: Elsevier Ireland Ltd
DOI: 10.1016/j.atherosclerosis.2024.117462

Conference proceedings (10)

Overview of MedProcNER Task on Medical Procedure Detection and Entity Linking at BioASQ 2023

Autorzy: Lima-López S, Farré-Maduell E, Gascó L, Nentidis A, Krithara A, Katsimpras G, Paliouras G, Krallinger M.
Opublikowane w: CEUR Workshop Proceedings, Numer 1, 2023, ISSN 1613-0073
Wydawca: CEUR-WS

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

Autorzy: Lima-López, Salvador; Farré-Maduell, Eulàlia; Gasco-Sánchez, Luis; Rodríguez-Miret, Jan; Krallinger, Martin
Opublikowane w: 2023
Wydawca: Proceedings of the BioCreative VIII Challenge and Workshop: Curation and Evaluation in the era of Generative Models.
DOI: 10.5281/ZENODO.8223653

OmniSketch: Efficient Multi-Dimensional High-Velocity Stream Analytics with Arbitrary Predicates

Autorzy: Wieger R. Punter, Odysseas Papapetrou, Minos Garofalakis
Opublikowane w: Proceedings of the VLDB Endowment, Numer 17, 2023
Wydawca: arXiv
DOI: 10.14778/3632093.3632098

Overview of BioASQ 2025: The Thirteenth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering

Autorzy: Anastasios Nentidis, Georgios Katsimpras, Anastasia Krithara, Martin Krallinger, Miguel Rodríguez-Ortega, Eduard Rodriguez-López, Natalia Loukachevitch, Andrey Sakhovskiy, Elena Tutubalina, Dimitris Dimitriadis, Grigorios Tsoumakas, George Giannakoulas, Alexandra Bekiaridou, Athanasios Samaras, Giorgio Maria Di Nunzio, Nicola Ferro, Stefano Marchesin, Marco Martinelli, Gianmaria Silvello, Georgios Paliouras
Opublikowane w: Lecture Notes in Computer Science, Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2025
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-032-04354-2_12

Overview of MultiCardioNER Task at BioASQ 2024 on Medical Specialty and Language Adaptation of Clinical NER Systems for Spanish, English and Italian

Autorzy: Lima-López S, Farré-Maduell E, Rodríguez-Miret J, Rodríguez-Ortega M, Lilli L, Lenkowicz J, Ceroni G, Kossoff J, Shah A, Nentidis A, Krithara A, Katsimpras G, Paliouras G, Krallinger M.
Opublikowane w: Working Notes of the Conference and Labs of the Evaluation Forum. CLEF 2024. Lecture Notes in Computer Science, 2024
Wydawca: CEUR Workshop Proceedings

Overview of MedProcNER Task on Medical Procedure Detection and Entity Linking at BioASQ 2023

Autorzy: Salvador Lima-López, Eulàlia Farré-Maduell, Luis Gascó, Anastasios Nentidis, Anastasia Krithara, Georgios Katsimpras, Georgios Paliouras and Martin Krallinger
Opublikowane w: InCLEF (Working Notes), 2023
Wydawca: InCLEF (Working Notes)

Lecture Notes in Computer Science: BioASQ at CLEF2023: The Eleventh Edition of the Large-Scale Biomedical Semantic Indexing and Question Answering Challenge

Autorzy: Nentidis, Anastasios; Krithara, Anastasia; Paliouras, Georgios; Farre Maduell, Eulalia; Lima Lopez, Salvador; Krallinger, Martin
Opublikowane w: Advances in Information Retrieval. ECIR 2023. Lecture Notes in Computer Science, Numer 13982, 2023, ISSN 0302-9743
Wydawca: Springer Verlag
DOI: 10.1007/978-3-031-28241-6_66

Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge

Autorzy: Manuela Daniela Danu, George Marica, Sanjeev Kumar Karn, Bogdan Georgescu, Awais Mansoor, Florin Ghesu, Lucian Mihai Itu, Constantin Suciu, Sasa Grbic, Oladimeji Farri, Dorin Comaniciu
Opublikowane w: Procedia Computer Science, 2023, ISSN 1877-0509
Wydawca: Elsevier BV
DOI: 10.1016/j.procs.2023.08.094

Multilingual Clinical NER for Diseases and Medications Recognition in Cardiology Texts using BERT Embeddings

Autorzy: Danu M. D., Marica G., Suciu C., Itu L. M., Farri O.
Opublikowane w: Working Notes of the Conference and Labs of the Evaluation Forum. CLEF 2024., 2024
Wydawca: CEUR Workshop Proceedings

Overview of MultiClinSum task at BioASQ 2025: evaluation of clinical case summarization strategies for multiple languages: data, evaluation, resources and results

Autorzy: Miguel Rodríguez-Ortega, Eduard Rodríguez-López, Salvador Lima-López, Carlos Escolano, Audrey Mash, Maite Melero, Lorenzo Pratesi, Laura Vigil-Gimenez, Leticia Fernandez, Eulàlia Farré-Maduell and Martin Krallinger
Opublikowane w: CLEF BioASQ workshop 2025, 2025
Wydawca: CLEF 2025 Working Notes