AI powered Data Curation & Publishing Virtual Assistant

Informazioni relative al progetto

AIDAVA

ID dell’accordo di sovvenzione: 101057062

DOI

10.3030/101057062

Data della firma CE 19 Maggio 2022

Data di avvio 1 Settembre 2022

Data di completamento 31 Agosto 2026

Finanziato da

• Health

Costo totale

€ 7 720 615,23

Contributo UE

€ 7 720 615,00

Coordinato da

UNIVERSITEIT MAASTRICHT
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 (4)

Communication Toolkit
Report from user survey with personas canva
Report on dissemination and communication activities
Business requirements for R1

Business requirements for G!

Demonstrators, pilots, prototypes (3)

Update to Annotation guidelines, tools & training
Annotation guidelines, tools & training
G1 of the AIDAVA prototype

Other (3)

Report 1 from external Ethics Advisory Board (including names and CVs of member)
Information governance framework and instruments
Data Management Plan

Websites, patent fillings, videos etc. (2)

Audio-visual material
Public project website

Pubblicazioni

Peer reviewed articles (14)

Improving Patient Engagement in Phase 2 Clinical Trials With a Trial-Specific Patient Decision Aid: Development and Usability Study

Autori: Iva Halilaj, Relinde Lieverse, Cary Oberije, Lizza Hendriks, Charlotte Billiet, Ines Joye, Brice Van Eeckhout, Anke Wind, Anshu Ankolekar, Philippe Lambin
Pubblicato in: Journal of Medical Internet Research, Numero 27, 2025, ISSN 1438-8871
Editore: JMIR Publications Inc.
DOI: 10.2196/71817

AI for life: Trends in artificial intelligence for biotechnology

Autori: Holzinger A, Keiblinger K, Holub P, Zatloukal K, Müller H.
Pubblicato in: New Biotechnology, 2023, ISSN 1871-6784
Editore: Elsevier
DOI: 10.1016/J.NBT.2023.02.001

Artificial intelligence based data curation: enabling a patient-centric European health data space

Autori: Isabelle de Zegher; Kerli Norak; Kerli Norak; Dominik Steiger; Heimo Müller; Dipak Kalra; Bart Scheenstra; Isabella Cina; Stefan Schulz; Stefan Schulz; Kanimozhi Uma; Petros Kalendralis; Eno-Martin Lotman; Martin Benedikt; Michel Dumontier; Remzi Celebi
Pubblicato in: Frontiers in Medicine, 2024, ISSN 2296-858X
Editore: Frontiers Media SA
DOI: 10.3389/FMED.2024.1365501

Toward human-level concept learning: Pattern benchmarking for AI algorithms

Autori: Holzinger A, Saranti A, Angerschmid A, Finzel B, Schmid U, Mueller H
Pubblicato in: Patterns, 2023, ISSN 2666-3899
Editore: Cell Press Elsevier Inc.
DOI: 10.1016/j.patter.2023.100788

PLoS ONE

Autori: Mali, Shruti Atul; Rad, Nastaran Mohammadian; Woodruff, Henry C.; Depeursinge, Adrien; Andrearczyk, Vincent; Lambin, Philippe
Pubblicato in: PLOS One, 2025, ISSN 1932-6203
Editore: Public Library of Science
DOI: 10.1371/JOURNAL.PONE.0322365

Combining Deep Learning and Handcrafted Radiomics for Classification of Suspicious Lesions on Contrast-enhanced Mammograms

Autori: Manon P. L. Beuque, Marc B. I. Lobbes, Yvonka van Wijk, Yousif Widaatalla, Sergey Primakov, Michael Majer, Corinne Balleyguier, Henry C. Woodruff, Philippe Lambin
Pubblicato in: Radiology, Numero 307, 2023, ISSN 0033-8419
Editore: Radiological Society of North America (RSNA)
DOI: 10.1148/RADIOL.221843

Disambiguation of acronyms in clinical narratives with large language models

Autori: Amila Kugic; Stefan Schulz; Markus Kreuzthaler
Pubblicato in: Journal of the American Medical Informatics Association, 2024, ISSN 1527-974X
Editore: Oxford University Press
DOI: 10.1093/JAMIA/OCAE157

Deep Learning of Multimodal Ultrasound: Stratifying the Response to Neoadjuvant Chemotherapy in Breast Cancer Before Treatment

Autori: Gu J, Zhong X, Fang C, Lou W, Fu P, Woodruff HC, Wang B, Jiang T, Lambin P.
Pubblicato in: The Oncologist, 2024, ISSN 1083-7159
Editore: Oxford University Press
DOI: 10.1093/oncolo/oyad227

Impact of synthetic data on training a deep learning model for lesion detection and classification in contrast-enhanced mammography

Autori: Astrid Van Camp, Henry C. Woodruff, Lesley Cockmartin, Marc Lobbes, Michael Majer, Corinne Balleyguier, Nicholas W. Marshall, Hilde Bosmans, Philippe Lambin
Pubblicato in: Journal of Medical Imaging, Numero 12, 2025, ISSN 2329-4302
Editore: SPIE-Intl Soc Optical Eng
DOI: 10.1117/1.JMI.12.S2.S22006

An automated toolbox for microcalcification cluster modeling for mammographic imaging

Autori: Astrid Van Camp, Eva Punter, Katrien Houbrechts, Lesley Cockmartin, Renate Prevos, Nicholas W. Marshall, Henry C. Woodruff, Philippe Lambin, Hilde Bosmans
Pubblicato in: Medical Physics, Numero 52, 2025, ISSN 0094-2405
Editore: Wiley
DOI: 10.1002/MP.17521

Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence

Autori: Wei Sun, Mingxiao Li, Damien Sileo, Jesse Davis, Marie-Francine Moens
Pubblicato in: ACM Transactions on Computing for Healthcare, Numero 6, 2025, ISSN 2637-8051
Editore: Association for Computing Machinery (ACM)
DOI: 10.1145/3712296

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

Autori: 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
Pubblicato in: BMJ, 2025, ISSN 0007-1447
Editore: BMJ Publishing Group
DOI: 10.48550/ARXIV.2309.12325

Cancers

Autori: Yousif Widaatalla; Tom Wolswijk; Muhammad Danial Khan; Iva Halilaj; Klara Mosterd; Henry C. Woodruff; Philippe Lambin
Pubblicato in: Cancers, 2025, ISSN 2072-6694
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/CANCERS17050768

Pushing the boundaries of radiotherapy-immunotherapy combinations: highlights from the 7 ^th immunorad conference

Autori: Pierre-Antoine Laurent; Fabrice André; Alexandre Bobard; Desiree Deandreis; Sandra Demaria; Stephane Depil; Stefan B. Eichmüller; Cristian Fernandez-Palomo; Floris Foijer; Lorenzo Galluzzi; Jérôme Galon; Matthias Guckenberger; Kevin J. Harrington; Fernanda G. Herrera; Peter E. Huber; Antoine Italiano; Sana D. Karam; Guido Kroemer; Philippe Lambin; Carola Leuschner; Alberto Mantovani; Etienne Meylan; Michele Mondini; Mikael J. Pittet; Jean-Pierre Pouget; Jordi Remon; Claus S. Sørensen; Christos Sotiriou; Claire Vanpouille-Box; Ralph R. Weichselbaum; James W. Welsh; Laurence Zitvogel; Silvia C. Formenti; Eric Deutsch
Pubblicato in: OncoImmunology, 2024, ISSN 2162-402X
Editore: Taylor and Francis Ltd.
DOI: 10.48620/84672

Book chapters (1)

Kommunikationsfähigkeit und Interoperabilität von Gesundheitsdaten in einem vernetzten Gesundheitssystem

Autori: Philipp Daumke, Christian Haverkamp, Simone Heckmann, Marcus Kuper, Annett Müller, Frank Oemig, Uta Ripperger, Stefan Sabutsch, André Sander & Stefan Schulz
Pubblicato in: Health Data Management, 2024
Editore: Springer Gabler, Wiesbaden
DOI: 10.1007/978-3-658-43236-2_41

Conference proceedings (6)

Towards Explainability in Automated Medical Code Prediction from Clinical Records

Autori: Kanimozhi Uma, Sumam Francis, Wei Sun, Marie-Francine Moens
Pubblicato in: Lecture Notes in Networks and Systems, Intelligent Systems and Applications, 2024
Editore: Springer, Cham
DOI: 10.1007/978-3-031-47718-8_40

Masking Language Model Mechanism with Event-Driven Knowledge Graphs for Temporal Relations Extraction from Clinical Narratives

Autori: Kanimozhi Uma, Sumam Francis, Marie-Francine Moens
Pubblicato in: Studies in Computational Intelligence, Complex Networks & Their Applications XII, 2024
Editore: Springer, Cham
DOI: 10.1007/978-3-031-53468-3_14

Towards principles of ontology-based annotation of clinical narratives

Autori: Schulz S, Del-Pinto W, Han L, Kreuzthaler M, Aghaei S, Nenadic G
Pubblicato in: 2023, ISSN 1613-0073
Editore: CEUR-WS

Simulated image-specific microcalcification clusters and associated mass enhancement to enhance training of a deep learning model for cancer detection in contrast-enhanced mammography

Autori: Astrid Van Camp, Henry C. Woodruff, Lesley Cockmartin, Nicholas W. Marshall, Hilde Bosmans, Philippe Lambin
Pubblicato in: 17th International Workshop on Breast Imaging (IWBI 2024), 2024
Editore: SPIE
DOI: 10.1117/12.3026879

Unraveling Clinical Insights: A Lightweight and Interpretable Approach for Multimodal and Multilingual Knowledge Integration

Autori: Uma, Kanimozhi ; Moens, Marie Francine
Pubblicato in: Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health)@ LREC-COLING 2024, 2024
Editore: European Language Resources Association (ELRA)

Semantic Annotation of Tabular Data for Machine-to-Machine Interoperability via Neuro-Symbolic Anchoring

Autori: Mehryar S, Celebi R
Pubblicato in: 2023, ISSN 1613-0073
Editore: CEUR-WS