Sistema de Salut de Catalunya
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
2021-12-02T11:47:19Z
2021-12-02T11:47:19Z
2021-07-06
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.
Article
Published version
English
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
Sciaccess Publishers
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/
Articles científics - HVH [3440]
