A pilot radiometabolomics integration study for the characterization of renal oncocytic neoplasia

Abstract Differentiating benign renal oncocytic tumors and malignant renal cell carcinoma (RCC) on imaging and histopathology is a critical problem that presents an everyday clinical challenge. This manuscript aims to demonstrate a novel methodology integrating metabolomics with radiomics features (...

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Bibliographic Details
Main Authors: Michail E. Klontzas, Emmanouil Koltsakis, Georgios Kalarakis, Kiril Trpkov, Thomas Papathomas, Na Sun, Axel Walch, Apostolos H. Karantanas, Antonios Tzortzakakis
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-39809-9