AI powered Data Curation & Publishing Virtual Assistant

Informacje na temat projektu

AIDAVA

Identyfikator umowy o grant: 101057062

DOI

10.3030/101057062

Data podpisania przez KE 19 Maja 2022

Data rozpoczęcia 1 Września 2022

Data zakończenia 31 Sierpnia 2026

Finansowanie w ramach

• Health

Koszt całkowity

€ 7 720 615,23

Wkład UE

€ 7 720 615,00

Koordynowany przez

UNIVERSITEIT MAASTRICHT
Netherlands

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 (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

Publikacje

Peer reviewed articles (14)

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

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

AI for life: Trends in artificial intelligence for biotechnology

Autorzy: Holzinger A, Keiblinger K, Holub P, Zatloukal K, Müller H.
Opublikowane w: New Biotechnology, 2023, ISSN 1871-6784
Wydawca: Elsevier
DOI: 10.1016/J.NBT.2023.02.001

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

Autorzy: 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
Opublikowane w: Frontiers in Medicine, 2024, ISSN 2296-858X
Wydawca: Frontiers Media SA
DOI: 10.3389/FMED.2024.1365501

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

Autorzy: Holzinger A, Saranti A, Angerschmid A, Finzel B, Schmid U, Mueller H
Opublikowane w: Patterns, 2023, ISSN 2666-3899
Wydawca: Cell Press Elsevier Inc.
DOI: 10.1016/j.patter.2023.100788

PLoS ONE

Autorzy: Mali, Shruti Atul; Rad, Nastaran Mohammadian; Woodruff, Henry C.; Depeursinge, Adrien; Andrearczyk, Vincent; Lambin, Philippe
Opublikowane w: PLOS One, 2025, ISSN 1932-6203
Wydawca: 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

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

Disambiguation of acronyms in clinical narratives with large language models

Autorzy: Amila Kugic; Stefan Schulz; Markus Kreuzthaler
Opublikowane w: Journal of the American Medical Informatics Association, 2024, ISSN 1527-974X
Wydawca: Oxford University Press
DOI: 10.1093/JAMIA/OCAE157

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

Autorzy: Gu J, Zhong X, Fang C, Lou W, Fu P, Woodruff HC, Wang B, Jiang T, Lambin P.
Opublikowane w: The Oncologist, 2024, ISSN 1083-7159
Wydawca: 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

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

An automated toolbox for microcalcification cluster modeling for mammographic imaging

Autorzy: Astrid Van Camp, Eva Punter, Katrien Houbrechts, Lesley Cockmartin, Renate Prevos, Nicholas W. Marshall, Henry C. Woodruff, Philippe Lambin, Hilde Bosmans
Opublikowane w: Medical Physics, Numer 52, 2025, ISSN 0094-2405
Wydawca: Wiley
DOI: 10.1002/MP.17521

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

Autorzy: Wei Sun, Mingxiao Li, Damien Sileo, Jesse Davis, Marie-Francine Moens
Opublikowane w: ACM Transactions on Computing for Healthcare, Numer 6, 2025, ISSN 2637-8051
Wydawca: Association for Computing Machinery (ACM)
DOI: 10.1145/3712296

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 0007-1447
Wydawca: BMJ Publishing Group
DOI: 10.48550/ARXIV.2309.12325

Cancers

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

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

Autorzy: 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
Opublikowane w: OncoImmunology, 2024, ISSN 2162-402X
Wydawca: Taylor and Francis Ltd.
DOI: 10.48620/84672

Book chapters (1)

Kommunikationsfähigkeit und Interoperabilität von Gesundheitsdaten in einem vernetzten Gesundheitssystem

Autorzy: Philipp Daumke, Christian Haverkamp, Simone Heckmann, Marcus Kuper, Annett Müller, Frank Oemig, Uta Ripperger, Stefan Sabutsch, André Sander & Stefan Schulz
Opublikowane w: Health Data Management, 2024
Wydawca: 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

Autorzy: Kanimozhi Uma, Sumam Francis, Wei Sun, Marie-Francine Moens
Opublikowane w: Lecture Notes in Networks and Systems, Intelligent Systems and Applications, 2024
Wydawca: 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

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

Towards principles of ontology-based annotation of clinical narratives

Autorzy: Schulz S, Del-Pinto W, Han L, Kreuzthaler M, Aghaei S, Nenadic G
Opublikowane w: 2023, ISSN 1613-0073
Wydawca: 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

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

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

Autorzy: Uma, Kanimozhi ; Moens, Marie Francine
Opublikowane w: Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health)@ LREC-COLING 2024, 2024
Wydawca: European Language Resources Association (ELRA)

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

Autorzy: Mehryar S, Celebi R
Opublikowane w: 2023, ISSN 1613-0073
Wydawca: CEUR-WS