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 …

CT-based radiomics for differentiating renal tumours: a systematic review

A Bhandari, M Ibrahim, C Sharma, R Liong… - Abdominal …, 2021 - Springer
Purpose Differentiating renal tumours into grades and tumour subtype from medical imaging
is important for patient management; however, there is an element of subjectivity when …

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 …

Value of radiomics in differential diagnosis of chromophobe renal cell carcinoma and renal oncocytoma

Y Li, X Huang, Y Xia, L Long - Abdominal Radiology, 2020 - Springer
Purpose To explore the value of CT-enhanced quantitative features combined with machine
learning for differential diagnosis of renal chromophobe cell carcinoma (chRCC) and renal …

Reliability of single-slice–based 2D CT texture analysis of renal masses: influence of intra-and interobserver manual segmentation variability on radiomic feature …

B Kocak, ES Durmaz, OK Kaya, E Ates… - American Journal of …, 2019 - Am Roentgen Ray Soc
OBJECTIVE. The objective of our study was to investigate the potential influence of intra-and
interobserver manual segmentation variability on the reliability of single-slice–based 2D CT …

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 …

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 …

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 …

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 …

CT radiomics for differentiating oncocytoma from renal cell carcinomas: Systematic review and meta-analysis

FD Firouzabadi, N Gopal, F Homayounieh, PY Anari… - Clinical imaging, 2023 - Elsevier
Background Radiomics is a type of quantitative analysis that provides a more objective
approach to detecting tumor subtypes using medical imaging. The goal of this paper is to …