Novel imaging methods for renal mass characterization: a collaborative review

E Roussel, U Capitanio, A Kutikov, E Oosterwijk… - European urology, 2022 - Elsevier
Context The incidental detection of localized renal masses has been rising steadily, but a
significant proportion of these tumors are benign or indolent and, in most cases, do not …

Radiomics in renal cell carcinoma—a systematic review and meta-analysis

J Mühlbauer, L Egen, KF Kowalewski, M Grilli… - Cancers, 2021 - mdpi.com
Simple Summary Radiomics may answer questions where the conventional interpretation of
medical imaging has limitations. The aim of our systematic review and meta-analysis was to …

Role of MR texture analysis in histological subtyping and grading of renal cell carcinoma: a preliminary study

A Goyal, A Razik, D Kandasamy, A Seth, P Das… - Abdominal …, 2019 - Springer
Purpose The study evaluated the usefulness of magnetic resonance imaging (MRI) texture
parameters in differentiating clear cell renal carcinoma (CC-RCC) from non-clear cell …

Radiomics and artificial intelligence for renal mass characterization

MG Lubner - Radiologic Clinics, 2020 - radiologic.theclinics.com
Radiomics is the high throughput extraction of quantitative features used to convert images
into mineable data that is used for decision support. 1 This has been an area of active …

Differentiation of renal cell carcinoma subtypes through MRI-based radiomics analysis

W Wang, KM Cao, SM Jin, XL Zhu, JH Ding… - European Radiology, 2020 - Springer
Objectives To explore whether clear cell renal cell carcinoma (ccRCC), papillary renal cell
carcinoma (pRCC), and chromophobe renal cell carcinoma (cRCC) can be distinguished …

Advances in imaging-based biomarkers in renal cell carcinoma: a critical analysis of the current literature

L Posada Calderon, L Eismann, SW Reese, E Reznik… - Cancers, 2023 - mdpi.com
Simple Summary Current imaging techniques do not reliably distinguish renal cell
carcinoma from other renal diseases. This review summarizes recent advances in other …

MRI radiomics for the prediction of Fuhrman grade in clear cell renal cell carcinoma: a machine learning exploratory study

A Stanzione, C Ricciardi, R Cuocolo, V Romeo… - Journal of digital …, 2020 - Springer
The Fuhrman nuclear grade is a recognized prognostic factor for patients with clear cell
renal cell carcinoma (CCRCC) and its pre-treatment evaluation significantly affects decision …

Radiomics of renal masses: systematic review of reproducibility and validation strategies

B Kocak, ES Durmaz, C Erdim, E Ates… - American Journal of …, 2020 - Am Roentgen Ray Soc
OBJECTIVE. The purpose of this study was to systematically review the radiomics literature
on renal mass characterization in terms of reproducibility and validation strategies …

Update on indications for percutaneous renal mass biopsy in the era of advanced CT and MRI

CS Lim, N Schieda… - American Journal of …, 2019 - Am Roentgen Ray Soc
OBJECTIVE. The objective of this article is to review the burgeoning role of percutaneous
renal mass biopsy (RMB). CONCLUSION. Percutaneous RMB is safe, accurate, and …

Effect of phase of enhancement on texture analysis in renal masses evaluated with non-contrast-enhanced, corticomedullary, and nephrographic phase–enhanced …

K Nguyen, N Schieda, N James, MDF McInnes… - European …, 2021 - Springer
Objective To compare texture analysis (TA) features of solid renal masses on renal protocol
(non-contrast enhanced [NECT], corticomedullary [CM], nephrographic [NG]) CT. Materials …