Radiomics Quality Score 2.0: towards radiomics readiness levels and clinical translation for personalized medicine.

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Title: Radiomics Quality Score 2.0: towards radiomics readiness levels and clinical translation for personalized medicine.
Authors: Lambin P; The D-Lab, Department of Precision Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands. philippe.lambin@maastrichtuniversity.nl.; Department of Radiology and Nuclear Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, Netherlands. philippe.lambin@maastrichtuniversity.nl., Woodruff HC; The D-Lab, Department of Precision Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands.; Department of Radiology and Nuclear Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, Netherlands., Mali SA; The D-Lab, Department of Precision Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands., Zhong X; The D-Lab, Department of Precision Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands.; Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China., Kuang S; The D-Lab, Department of Precision Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands., Lavrova E; The D-Lab, Department of Precision Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands.; GIGA Cyclotrone Research Center, University of Liège, Liège, Belgium., Khan H; The D-Lab, Department of Precision Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands.; University MS Center, Biomedical Research Institute (BIOMED) & Data Science Institute (DSI), Hasselt University, Diepenbeek, Belgium., Lekadir K; Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain.; Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain., Zwanenburg A; OncoRay - National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany.; National Center for Tumour Diseases, NCT/UCC Dresden, Dresden, Germany.; German Cancer Research Center, Heidelberg, Germany., Deasy J; Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA., Bobowicz M; 2nd Division of Radiology, Medical University of Gdansk, Gdansk, Poland., Marti-Bonmati L; La Fe Health Research Institute, Biomedical Imaging Research Group and Imaging La Fe node, Distributed Network for Biomedical Imaging Unique Scientific and Technical Infra-structures, Valencia, Spain., Maidment A; Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA., Dumontier M; Department of Advanced Computing Sciences, Institute of Data Science, Maastricht University, Maastricht, Netherlands., Kinahan PE; Department of Bioengineering, University of Washington, Seattle, WA, USA.; Department of Radiology, University of Washington, Seattle, WA, USA., Nobel JM; Department of Radiology and Nuclear Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, Netherlands.; Department of Radiology and Nuclear Medicine, Care and Public Health Research Institute, Maastricht University Medical Center+, Maastricht, Netherlands., Amirrajab S; The D-Lab, Department of Precision Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands., Salahuddin Z; The D-Lab, Department of Precision Medicine, GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands.
Source: Nature reviews. Clinical oncology [Nat Rev Clin Oncol] 2025 Nov; Vol. 22 (11), pp. 831-846. Date of Electronic Publication: 2025 Sep 03.
Publication Type: Journal Article; Review
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101500077 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1759-4782 (Electronic) Linking ISSN: 17594774 NLM ISO Abbreviation: Nat Rev Clin Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1759-4782
DOI:10.1038/s41571-025-01067-1