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oai:recercat.cat:11351/66402025-03-05T04:46:24Zcom_2072_378070com_2072_378040col_2072_378092

The Role of CT-Based Radiomics in Precise Imaging of Renal Cancer Pérez López, Raquel Ligero, Marta Bernatowicz, Kinga Institut Català de la Salut [Ligero M, Bernatowicz K] Radiomics Group, Vall d’Hebron Institute of Oncology (VHIO), Barcelona, 08035, Spain. [Perez-Lopez R] Radiomics Group, Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain. Servei de Radiologia, Vall d’Hebron Hospital Universitari, Barcelona, Spain Vall d'Hebron Barcelona Hospital Campus Ronyons - Càncer - Imatgeria Tomografia computada per emissió de fotó simple ANALYTICAL, DIAGNOSTIC AND THERAPEUTIC TECHNIQUES, AND EQUIPMENT::Diagnosis::Diagnostic Techniques and Procedures::Diagnostic Imaging::Image Interpretation, Computer-Assisted::Tomography, X-Ray Computed DISEASES::Neoplasms::Neoplasms by Histologic Type::Neoplasms, Glandular and Epithelial::Carcinoma::Adenocarcinoma::Carcinoma, Renal Cell Other subheadings::Other subheadings::Other subheadings::/diagnostic imaging TÉCNICAS Y EQUIPOS ANALÍTICOS, DIAGNÓSTICOS Y TERAPÉUTICOS::diagnóstico::técnicas y procedimientos diagnósticos::diagnóstico por imagen::interpretación de imágenes asistida por ordenador::tomografía computarizada por rayos X ENFERMEDADES::neoplasias::neoplasias por tipo histológico::neoplasias glandulares y epiteliales::carcinoma::adenocarcinoma::carcinoma de células renales Otros calificadores::Otros calificadores::Otros calificadores::/diagnóstico por imagen Carcinoma de cèl·lules renals; Radiòmica; Tomografia computada Carcinoma de células renales; Radiomica; Tomografía computarizada Renal Cell Carcinoma; Radiomics; Computed Tomography The application of advanced computational analysis to medical imaging opens a plethora of opportunities in the field of radiology, allowing for more accurate tissue characterization and, eventually, advancing towards precision medicine through imaging biomarkers. In this review, we briefly introduce the methodology for radiomics analysis and the main challenges for implementation of radiomics-based tools in clinical practice. Based on systematic review of published studies, we also summarize here the main advances regarding CT-based radiomics applications in renal cancer with regards to tumor characterization (diagnosis, grading, prognosis), gene expression prediction (radiogenomics) and response evaluation. 2021-12-02T11:47:19Z 2021-12-02T11:47:19Z 2021-07-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Ligero M, Bernatowicz K, Perez-Lopez R. The Role of CT-Based Radiomics in Precise Imaging of Renal Cancer. J Nephrol Sci. 2021 Jul 6;3(2):1–7. https://hdl.handle.net/11351/6640 eng Journal of Nephrological Science;3(2) https://www.nephrojournal.com/articles/the-role-of-ct-based-radiomics-in-precise-imaging-of-renal-cancer.html Attribution 4.0 International http://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess application/pdf Sciaccess Publishers Scientia