Publications

A review of methods for trustworthy AI in medical imaging: The FUTURE-AI Guidelines

Published on March 13, 2026 by [email protected]

Haridimos Kondylakis, Richard Osuala, Xénia Puig-Bosch, Noussair Lazrak, Oliver Diaz, Kaisar Kushibar, Ioanna Chouvarda, Stefanie Charalambous, Martijn PA Starmans, Sara Colantonio, Nikos Tachos, Smriti Joshi, Henry C Woodruff, Zohaib Salahuddin, Gianna Tsakou, Susanna Aussó, Leonor Cerdá Alberich, Nickolas Papanikolaou, Philippe Lambin, Kostas Marias, Manolis Tsiknakis, Dimitrios I Fotiadis, Luis Martí-Bonmatí, Karim Lekadir

Differences in technical and clinical perspectives on AI validation in cancer imaging: mind the gap!

Published on March 13, 2026 by [email protected]

Ioanna Chouvarda, Sara Colantonio, Ana SC Verde, Ana Jimenez-Pastor, Leonor Cerdá-Alberich, Yannick Metz, Lithin Zacharias, Shereen Nabhani-Gebara, Maciej Bobowicz, Gianna Tsakou, Karim Lekadir, Manolis Tsiknakis, Luis Martí-Bonmati, Nikolaos Papanikolaou

Documenting the de-identification process of clinical and imaging data for AI for health imaging projects

Published on March 13, 2026 by [email protected]

Haridimos Kondylakis, Rocio Catalan, Sara Martinez Alabart, Caroline Barelle, Paschalis Bizopoulos, Maciej Bobowicz, Jonathan Bona, Dimitrios I Fotiadis, Teresa Garcia, Ignacio Gomez, Ana Jimenez-Pastor, Giannis Karatzanis, Karim Lekadir, Magdalena Kogut-Czarkowska, Antonios Lalas, Kostas Marias, Luis Marti-Bonmati, Jose Munuera, Katerina Nikiforaki, Manon Pelissier, Fred Prior, Michael Rutherford, Laure Saint-Aubert, Zisis Sakellariou, Karine Seymour, Thomas Trouillard, Konstantinos Votis, Manolis Tsiknakis

Foundation models for radiology—the position of the AI for Health Imaging (AI4HI) network

Published on March 13, 2026 by [email protected]

José Guilherme de Almeida, Leonor Cerdá Alberich, Gianna Tsakou, Kostas Marias, Manolis Tsiknakis, Karim Lekadir, Luis Marti-Bonmati, Nikolaos Papanikolaou

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

Published on January 28, 2024 by AI4HI

Lekadir, Karim, Alejandro F. Frangi, Antonio R. Porras, Ben Glocker, Celia Cintas, Curtis P. Langlotz, Eva Weicken et al.

Considerations for artificial intelligence clinical impact in oncologic imaging: an AI4HI position paper

Published on January 28, 2024 by AI4HI

Marti-Bonmati L, Koh DM, Riklund K. et al. Considerations for artificial intelligence clinical impact in oncologic imaging: an AI4HI position paper. Insights Imaging 13, 89 (2022).

Position of the AI for Health Imaging (AI4HI) network on metadata models for imaging biobanks

Published on January 28, 2024 by AI4HI

Kondylakis H, Ciarrocchi E, Cerda-Alberich L, Chouvarda I, Fromont LA, Garcia-Aznar JM, Kalokyri V, Kosvyra A, Walker D, Yang G, Neri E; the AI4HealthImaging Working Group on metadata models**

Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects. European radiology experimental

Published on January 28, 2024 by AI4HI

Kondylakis, H., Kalokyri, V., Sfakianakis, S., Marias, K., Tsiknakis, M., Jimenez-Pastor, A., Camacho-Ramos, E., Blanquer, I., Segrelles, J. D., López-Huguet, S., Barelle, C., Kogut-Czarkowska, M., Tsakou, G., Siopis, N., Sakellariou, Z., Bizopoulos, P., Drossou, V., Lalas, A., Votis, K., Mallol, P., … Lekadir, K. (2023)