Enhancing Tumor Microstructural Quantification With Machine Learning and Diffusion-Relaxation MRI

J Magn Reson Imaging. 2025 Feb;61(2):1018-1021. doi: 10.1002/jmri.29484. Epub 2024 Jun 19.

Carlos Macarro¹, Kinga Bernatowicz¹, Alonso Garcia-Ruiz¹, Garazi Serna¹, Camilo Monreal-Agüero¹, Sara Simonetti¹, Matteo Figini², Juan Francisco Corral^{3

4}, Valezka Garay⁵, Marta Vidorreta⁶, Pablo García-Polo García⁷, Xavier Merino^{3

4}, Richard Mast^{3

4}, Núria Roson^{3

4}, Maria Vieito^{1

8}, Manuel Escobar^{3

4}, Daniel C Alexander², Rodrigo Toledo¹, Paolo Nuciforo¹, Elena Garralda^{1

8}, Raquel Perez-Lopez¹, Francesco Grussu¹

¹ Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
² Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK.
³ Department of Radiology, Hospital Universitari Vall d'Hebron, Barcelona, Spain.
⁴ Institut de Diagnòstic per la Imatge (IDI), Barcelona, Spain.
⁵ PET/MR Unit, CETIR-Ascires, Barcelona, Spain.
⁶ Siemens Healthineers, Madrid, Spain.
⁷ GE HealthCare, Madrid, Spain.
⁸ Medical Oncology Service, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.

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