Automatic magnetic resonance imaging series labelling for large repositories

Authors: Armando Gomis-Maya, Leonor Cerdá-Alberich, Diana Veiga-Canuto, Salvatore Claudio-Fanni, Amadeo Ten-Steve, Gloria Ribas-Despuig, Pedro José Mallol-Roselló, Joan Vila-Frances, Luis Marti-Bonmati

Source: Journal of Big Data, Vol 12, Iss 1, Pp 1-23 (2025)

Subject Terms: Magnetic resonance, Categorization, Weighting identification, Medical imaging, Data mining, Radiology, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2196-1115

Access URL: https://doaj.org/article/0a5c1f1faf6e4c5eb378d3bce7798623

Risk stratification in neuroblastoma patients through machine learning in the multicenter PRIMAGE cohort

Authors: Jose Lozano-Montoya, Ana Jimenez-Pastor, Almudena Fuster-Matanzo, Glen J. Weiss, Leonor Cerda-Alberich, Diana Veiga-Canuto, Blanca Martínez-de-Las-Heras, Adela Cañete-Nieto, Sabine Taschner-Mandl, Barbara Hero, Thorsten Simon, Ruth Ladenstein, Luis Marti-Bonmati, Angel Alberich-Bayarri

Source: Frontiers in Oncology, Vol 15 (2025)

Subject Terms: risk stratification, neuroblastoma, overall survival, pediatric, machine learning, PRIMAGE, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2025.1528836/full; https://doaj.org/toc/2234-943X

Access URL: https://doaj.org/article/fafc64f2d8fa441db4a02efcd698e1ee

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

Authors: 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

Source: Insights into Imaging, Vol 15, Iss 1, Pp 1-8 (2024)

Subject Terms: Data anonymization, Radiology, Radiological imaging, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/1869-4101

Access URL: https://doaj.org/article/f7384a2ef8654d549797dd949a48e4b4

METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII

Authors: Burak Kocak, Tugba Akinci D’Antonoli, Nathaniel Mercaldo, Angel Alberich-Bayarri, Bettina Baessler, Ilaria Ambrosini, Anna E. Andreychenko, Spyridon Bakas, Regina G. H. Beets-Tan, Keno Bressem, Irene Buvat, Roberto Cannella, Luca Alessandro Cappellini, Armando Ugo Cavallo, Leonid L. Chepelev, Linda Chi Hang Chu, Aydin Demircioglu, Nandita M. deSouza, Matthias Dietzel, Salvatore Claudio Fanni, Andrey Fedorov, Laure S. Fournier, Valentina Giannini, Rossano Girometti, Kevin B. W. Groot Lipman, Georgios Kalarakis, Brendan S. Kelly, Michail E. Klontzas, Dow-Mu Koh, Elmar Kotter, Ho Yun Lee, Mario Maas, Luis Marti-Bonmati, Henning Müller, Nancy Obuchowski, Fanny Orlhac, Nikolaos Papanikolaou, Ekaterina Petrash, Elisabeth Pfaehler, Daniel Pinto dos Santos, Andrea Ponsiglione, Sebastià Sabater, Francesco Sardanelli, Philipp Seeböck, Nanna M. Sijtsema, Arnaldo Stanzione, Alberto Traverso, Lorenzo Ugga, Martin Vallières, Lisanne V. van Dijk, Joost J. M. van Griethuysen, Robbert W. van Hamersvelt, Peter van Ooijen, Federica Vernuccio, Alan Wang, Stuart Williams, Jan Witowski, Zhongyi Zhang, Alex Zwanenburg, Renato Cuocolo

Source: Insights into Imaging, Vol 15, Iss 1, Pp 1-18 (2024)

Subject Terms: Radiomics, Deep learning, Artificial intelligence, Machine learning, Guideline, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/1869-4101

Access URL: https://doaj.org/article/84735d3b21f949ab8a02d96fb603cc0c

ESR Journals editors’ joint statement on Guidelines for the Use of Large Language Models by Authors, Reviewers, and Editors

Authors: Bernd Hamm, Luis Marti-Bonmati, Francesco Sardanelli

Source: European Radiology Experimental, Vol 8, Iss 1, Pp 1-3 (2024)

Subject Terms: Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/2509-9280

Access URL: https://doaj.org/article/ebc054966d56490cbc8b6d694fccddd8

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

Authors: Haridimos Kondylakis, Varvara Kalokyri, Stelios Sfakianakis, Kostas Marias, Manolis Tsiknakis, Ana Jimenez-Pastor, Eduardo Camacho-Ramos, Ignacio Blanquer, J. Damian Segrelles, Sergio López-Huguet, Caroline Barelle, Magdalena Kogut-Czarkowska, Gianna Tsakou, Nikolaos Siopis, Zisis Sakellariou, Paschalis Bizopoulos, Vicky Drossou, Antonios Lalas, Konstantinos Votis, Pedro Mallol, Luis Marti-Bonmati, Leonor Cerdá Alberich, Karine Seymour, Samuel Boucher, Esther Ciarrocchi, Lauren Fromont, Jordi Rambla, Alexander Harms, Andrea Gutierrez, Martijn P. A. Starmans, Fred Prior, Josep Ll. Gelpi, Karim Lekadir

Source: European Radiology Experimental, Vol 7, Iss 1, Pp 1-13 (2023)

Subject Terms: Artificial intelligence, Data anonymization, Data management, Diagnostic imaging, Neoplasms, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/2509-9280

Access URL: https://doaj.org/article/a9710911be714bd29067ed9733586a3c

MAIC–10 brief quality checklist for publications using artificial intelligence and medical images

Authors: Leonor Cerdá-Alberich, Jimena Solana, Pedro Mallol, Gloria Ribas, Miguel García-Junco, Angel Alberich-Bayarri, Luis Marti-Bonmati

Source: Insights into Imaging, Vol 14, Iss 1, Pp 1-9 (2023)

Subject Terms: Artificial intelligence, Medical imaging, Checklist, Software as a medical device, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/1869-4101

Access URL: https://doaj.org/article/0e512d8ec49e41b0a8c4338fa259cd1a

Pancreatic steatosis and iron overload increases cardiovascular risk in non-alcoholic fatty liver disease

Authors: David Marti-Aguado, Amadeo Ten-Esteve, Carlos Manuel Baracaldo-Silva, Ana Crespo, Elena Coello, Víctor Merino-Murgui, Matias Fernandez-Paton, Clara Alfaro-Cervello, Alba Sánchez-Martín, Mónica Bauza, Ana Jimenez-Pastor, Alexandre Perez-Girbes, Salvador Benlloch, Judith Pérez-Rojas, Víctor Puglia, Antonio Ferrández, Victoria Aguilera, Mercedes Latorre, Cristina Monton, Desamparados Escudero-García, Ignacio Bosch-Roig, Ángel Alberich-Bayarri, Luis Marti-Bonmati

Source: Frontiers in Endocrinology, Vol 14 (2023)

Subject Terms: non-alcoholic fatty liver disease (NAFLD), magnetic resonance imaging (MRI), proton density fat fraction (PDFF), pancreatic steatosis, iron overload, cardiovascular risk, Diseases of the endocrine glands. Clinical endocrinology, RC648-665

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fendo.2023.1213441/full; https://doaj.org/toc/1664-2392

Access URL: https://doaj.org/article/5751656d58b14863a1f7f8d230f1d452

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

Authors: Luis Marti-Bonmati, Dow-Mu Koh, Katrine Riklund, Maciej Bobowicz, Yiannis Roussakis, Joan C. Vilanova, Jurgen J. Fütterer, Jordi Rimola, Pedro Mallol, Gloria Ribas, Ana Miguel, Manolis Tsiknakis, Karim Lekadir, Gianna Tsakou

Source: Insights into Imaging, Vol 13, Iss 1, Pp 1-11 (2022)

Subject Terms: Artificial intelligence, Oncologic imaging, Prediction models, Clinical validation, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/1869-4101

Access URL: https://doaj.org/article/a8a4d39f58e24e438a094bb421fc16ad

The importance of a structured radiological report

Authors: Luis Marti-Bonmati

Source: Journal of the Mexican Federation of Radiology and Imaging, Vol 2, Iss 1 (2023)

Subject Terms: Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://www.jmexfri.com/frame_esp.php?id=44; https://doaj.org/toc/2938-1215; https://doaj.org/toc/2696-8444

Access URL: https://doaj.org/article/d074a74829e24941910863cf82aef58c

Role of imaging in the evaluation of vascular complications after liver transplantation

Authors: Juan-José Delgado-Moraleda, Carmen Ballester-Vallés, Luis Marti-Bonmati

Source: Insights into Imaging, Vol 10, Iss 1, Pp 1-12 (2019)

Subject Terms: Liver transplantation, Vascular abnormalities, Graft complications, Liver imaging, Doppler ultrasound, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s13244-019-0759-x; https://doaj.org/toc/1869-4101

Access URL: https://doaj.org/article/28beb9a0279646c299672097229c1d58

Digital Pathology Enables Automated and Quantitative Assessment of Inflammatory Activity in Patients with Chronic Liver Disease

Authors: David Marti-Aguado, Matías Fernández-Patón, Clara Alfaro-Cervello, Claudia Mestre-Alagarda, Mónica Bauza, Ana Gallen-Peris, Víctor Merino, Salvador Benlloch, Judith Pérez-Rojas, Antonio Ferrández, Víctor Puglia, Marta Gimeno-Torres, Victoria Aguilera, Cristina Monton, Desamparados Escudero-García, Ángel Alberich-Bayarri, Miguel A. Serra, Luis Marti-Bonmati

Source: Biomolecules, Vol 11, Iss 12, p 1808 (2021)

Subject Terms: digital pathology, inflammation, nonalcoholic fatty liver disease, chronic hepatitis, Microbiology, QR1-502

File Description: electronic resource

Relation: https://www.mdpi.com/2218-273X/11/12/1808; https://doaj.org/toc/2218-273X

Access URL: https://doaj.org/article/60ff27a37dab4a2fac99bcf9a0889c11

Radiographic assessment of pectoral flipper bone maturation in bottlenose dolphins (Tursiops truncatus), as a novel technique to accurately estimate chronological age.

Authors: Ashley Barratclough, Roberto Sanz-Requena, Luis Marti-Bonmati, Todd L Schmitt, Eric Jensen, Daniel García-Párraga

Source: PLoS ONE, Vol 14, Iss 9, p e0222722 (2019)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/bde2d540548f4b3bad3bf1f11c476bde

Empowering cancer research in Europe: the EUCAIM cancer imaging infrastructure

Authors: Luis Martí-Bonmatí, Ignacio Blanquer, Manolis Tsiknakis, Gianna Tsakou, Ricard Martinez, Salvador Capella-Gutierrez, Sara Zullino, Janos Meszaros, Esther E. Bron, Jose Luis Gelpi, Katrine Riklund, Linda Chaabane, Heinz-Peter Schlemmer, Mario Aznar, Patricia Serrano Candelas, Peter Gordebeke, Monika Hierath, the EUCAIM Consortium, European Society of Radiology

Source: Insights into Imaging, Vol 16, Iss 1, Pp 1-10 (2025)

Subject Terms: Cancer research, Imaging, Infrastructure, Artificial intelligence, European Health Data Space, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/1869-4101

Access URL: https://doaj.org/article/b3c0910fc8e3479b8bae006d52f0c23c

Guiding AI in radiology: ESR’s recommendations for effective implementation of the European AI Act

Authors: Elmar Kotter, Tugba Akinci D’Antonoli, Renato Cuocolo, Monika Hierath, Merel Huisman, Michail E. Klontzas, Luis Martí-Bonmatí, Matthias Stefan May, Emanuele Neri, Konstantin Nikolaou, Daniel Pinto dos Santos, Maija Radzina, Susan Cheng Shelmerdine, Arianna Bellemo, European Society of Radiology (ESR)

Source: Insights into Imaging, Vol 16, Iss 1, Pp 1-11 (2025)

Subject Terms: Artificial intelligence, Regulation, Implementation, AI literacy, Human oversight, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/1869-4101

Access URL: https://doaj.org/article/2ed4a194fb65436a89a2eae63d6232bd

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

Authors: Ioanna Chouvarda, Sara Colantonio, Ana S. C. 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

Source: European Radiology Experimental, Vol 9, Iss 1, Pp 1-15 (2025)

Subject Terms: Artificial intelligence, Diagnostic imaging, Neoplasms, Research design, Surveys and questionnaires, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/2509-9280

Access URL: https://doaj.org/article/041704d8640a4525af12caf8c56f4cd8

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Predicting survival, neurotoxicity and response in B-cell lymphoma patients treated with CAR-T therapy using an imaging features-based model

Authors: Blanca Ferrer-Lores, Alfonso Ortiz-Algarra, Alfonso Picó-Peris, Alejandra Estepa-Fernández, Fuensanta Bellvís-Bataller, Glen J. Weiss, Almudena Fuster-Matanzo, Juan Pedro Fernández, Ana Jimenez-Pastor, Rafael Hernani, Ana Saus-Carreres, Ana Benzaquen, Laura Ventura, José Luis Piñana, Ana Belén Teruel, Alicia Serrano-Alcalá, Rosa Dosdá, Pablo Sopena-Novales, Aitana Balaguer-Rosello, Manuel Guerreiro, Jaime Sanz, Luis Martí-Bonmatí, María José Terol, Ángel Alberich-Bayarri

Source: EJNMMI Research, Vol 14, Iss 1, Pp 1-14 (2024)

Subject Terms: CAR-T cells therapy, Non-Hodgkin lymphoma, Radiomics, Survival prediction, ICANS prediction, Treatment response prediction, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/2191-219X

Access URL: https://doaj.org/article/0057ba293b9c45989ef0c7a2fb4073b2

Insights into my experience as the Editor-in-Chief: a recap to close an unforgettable chapter

Authors: Luis Martí-Bonmatí

Source: Insights into Imaging, Vol 16, Iss 1, Pp 1-3 (2024)

Subject Terms: Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/1869-4101

Access URL: https://doaj.org/article/c91787e79b7a4e4f8b278b941bc06f34

Publishing in open access journals

Authors: Emilio Quaia, Chiara Zanon, Alberto Vieira, Christian Loewe, Luis Marti-Bonmatí

Source: Insights into Imaging, Vol 15, Iss 1, Pp 1-4 (2024)

Subject Terms: Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/1869-4101

Access URL: https://doaj.org/article/bc3f5b242585456f86033f638edbd99c