Radiogenomics in renal cancer management—current evidence and future prospects

M Ferro, G Musi, M Marchioni, M Maggi… - International journal of …, 2023 - mdpi.com
Renal cancer management is challenging from diagnosis to treatment and follow-up. In
cases of small renal masses and cystic lesions the differential diagnosis of benign or …

A review of radiomics and genomics applications in cancers: the way towards precision medicine

S Li, B Zhou - Radiation Oncology, 2022 - Springer
The application of radiogenomics in oncology has great prospects in precision medicine.
Radiogenomics combines large volumes of radiomic features from medical digital images …

An automated surgical decision-making framework for partial or radical nephrectomy based on 3D-CT multi-level anatomical features in renal cell carcinoma

H Yang, K Wu, H Liu, P Wu, Y Yuan, L Wang, Y Liu… - European …, 2023 - Springer
Objectives To determine whether 3D-CT multi-level anatomical features can provide a more
accurate prediction of surgical decision-making for partial or radical nephrectomy in renal …

The next paradigm shift in the management of clear cell renal cancer: Radiogenomics—Definition, current advances, and future directions

N Gopal, P Yazdian Anari, E Turkbey, EC Jones… - Cancers, 2022 - mdpi.com
Simple Summary Radiogenomics is the science of studying imaging–pathology associations
on a genomic level. With the potential for improved non-invasive characterization of tumors …

The predictive value of renal parenchymal information for renal function impairment in patients with ADPKD: a multicenter prospective study

Y Xie, M Xu, Y Chen, X Zhu, S Ju, Y Li - Abdominal Radiology, 2022 - Springer
Objective Although the guideline indicates that total kidney volume (TKV) is an important
detection indicator in patients with autosomal dominant polycystic kidney disease (ADPKD) …

Development and validation of a nomogram to predict distant metastasis in elderly patients with renal cell carcinoma

J Wang, C Zhanghuang, X Tan, T Mi, J Liu… - Frontiers in Public …, 2022 - frontiersin.org
Background Renal cell carcinoma (RCC) is the most common renal malignant tumor in
elderly patients. The prognosis of renal cell carcinoma with distant metastasis is poor. We …

[HTML][HTML] Radiogenomics study to predict the nuclear grade of renal clear cell carcinoma

X He, J Zhao, D He, J Ren, L Zhao, G Huang - European journal of …, 2023 - Elsevier
Purpose To develop models based on radiomics and genomics for predicting the
histopathologic nuclear grade with localized clear cell renal cell carcinoma (ccRCC) and to …

Radiogenomic analysis based on lipid metabolism-related subset for non-invasive prediction for prognosis of renal clear cell carcinoma

H He, Y Xie, F Song, Z Feng, P Rong - European Journal of Radiology, 2024 - Elsevier
Purpose Multiple lipid metabolism pathways alterations are associated with clear cell renal
cell carcinoma (ccRCC) development and aggressiveness. In this study, we aim to develop …

Development and External Validation of Machine Learning‐Based Models for Predicting Lung Metastasis in Kidney Cancer: A Large Population‐Based Study

X Yi, Y Zhang, J Cai, Y Hu, K Wen, P Xie… - … Journal of Clinical …, 2023 - Wiley Online Library
The accuracy of indices widely used to evaluate lung metastasis (LM) in patients with kidney
cancer (KC) is insufficient. Therefore, we aimed at developing a model to estimate the risk of …

[HTML][HTML] Sub-regional Radiomics Analysis for Predicting Metastasis Risk in Clear Cell Renal Cell Carcinoma: A Multicenter Retrospective Study

YC Yang, JJ Wu, F Shi, QG Ren, QJ Jiang, S Guan… - Academic …, 2024 - Elsevier
Rationale and Objectives Clear cell renal cell carcinoma (ccRCC) is the most common
malignant neoplasm affecting the kidney, exhibiting a dismal prognosis in metastatic …