Radiomics Analysis of Contrast-Enhanced CT Predicts Survival in Clear Cell Renal Cell Carcinoma

Radiomics Analysis of Contrast-Enhanced CT Predicts Survival in Clear Cell Renal Cell Carcinoma

PurposeTo develop and validate the radiomics nomogram that combines clinical factors and radiomics features to estimate overall survival (OS) in patients with clear cell renal cell carcinoma (ccRCC), and assess the incremental value of radiomics for OS estimation.Materials and MethodsOne hundred nin...

Full description

Bibliographic Details
Main Authors:	Lei Yan, Guangjie Yang, Jingjing Cui, Wenjie Miao, Yangyang Wang, Yujun Zhao, Ning Wang, Aidi Gong, Na Guo, Pei Nie, Zhenguang Wang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2021-06-01
Series:	Frontiers in Oncology
Subjects:	radiomics Rad-score nomogram clear cell renal cell carcinoma overall survival
Online Access:	https://www.frontiersin.org/articles/10.3389/fonc.2021.671420/full

Similar Items

Development and validation of A CT-based radiomics nomogram for prediction of synchronous distant metastasis in clear cell renal cell carcinoma
by: Xinxin Yu, et al.
Published: (2023-01-01)

Corrigendum: Development and validation of A CT-based radiomics nomogram for prediction of synchronous distant metastasis in clear cell renal cell carcinoma
by: Xinxin Yu, et al.
Published: (2023-04-01)

Multiphase CT radiomics nomogram for preoperatively predicting the WHO/ISUP nuclear grade of small (< 4 cm) clear cell renal cell carcinoma
by: Yankun Gao, et al.
Published: (2023-10-01)

A CT-Based Radiomics Nomogram Integrated With Clinic-Radiological Features for Preoperatively Predicting WHO/ISUP Grade of Clear Cell Renal Cell Carcinoma
by: Yingjie Xv, et al.
Published: (2021-12-01)

CT radiomics to differentiate between Wilms tumor and clear cell sarcoma of the kidney in children
by: Yaxin Deng, et al.
Published: (2024-01-01)

CT-based multi-phase Radiomic models for differentiating clear cell renal cell carcinoma
by: Menglin Chen, et al.
Published: (2021-06-01)

Identifying BAP1 Mutations in Clear-Cell Renal Cell Carcinoma by CT Radiomics: Preliminary Findings
by: Zhan Feng, et al.
Published: (2020-02-01)

Validity of a multiphase CT-based radiomics model in predicting the Leibovich risk groups for localized clear cell renal cell carcinoma: an exploratory study
by: Huayun Liu, et al.
Published: (2023-10-01)

Preoperative CT Radiomics Predicting the SSIGN Risk Groups in Patients With Clear Cell Renal Cell Carcinoma: Development and Multicenter Validation
by: Yi Jiang, et al.
Published: (2020-07-01)

A CT-Based Tumoral and Mini-Peritumoral Radiomics Approach: Differentiate Fat-Poor Angiomyolipoma from Clear Cell Renal Cell Carcinoma
by: Ma Y, et al.
Published: (2021-02-01)

Radiomic profiling of clear cell renal cell carcinoma reveals subtypes with distinct prognoses and molecular pathways
by: Peng Lin, et al.
Published: (2021-07-01)

Predicting the WHO/ISUP Grade of Clear Cell Renal Cell Carcinoma Through CT-Based Tumoral and Peritumoral Radiomics
by: Yanqing Ma, et al.
Published: (2022-02-01)

CT-based radiomics combined with hematologic parameters for survival prediction in locally advanced esophageal cancer patients receiving definitive chemoradiotherapy
by: Jinfeng Cui, et al.
Published: (2024-03-01)

Contrast-Enhanced CT-Based Radiomics Analysis in Predicting Lymphovascular Invasion in Esophageal Squamous Cell Carcinoma
by: Yang Li, et al.
Published: (2021-05-01)

Development and validation of Nomograms for predicting overall survival and Cancer-specific survival in patients with ovarian clear cell carcinoma
by: Qian Chen, et al.
Published: (2020-10-01)

Computed tomography‐based radiomics prediction of CTLA4 expression and prognosis in clear cell renal cell carcinoma
by: Hongchao He, et al.
Published: (2023-03-01)

Development and validation of nomograms by radiomic features on ultrasound imaging for predicting overall survival in patients with primary nodal diffuse large B-cell lymphoma
by: Hongyan Deng, et al.
Published: (2022-12-01)

A Computed Tomography-Based Radiomics Nomogram to Preoperatively Predict Tumor Necrosis in Patients With Clear Cell Renal Cell Carcinoma
by: Yi Jiang, et al.
Published: (2020-05-01)

Comparison of Different Machine Models Based on Contrast-Enhanced Computed Tomography Radiomic Features to Differentiate High From Low Grade Clear Cell Renal Cell Carcinomas
by: Xu Pei, et al.
Published: (2021-05-01)

Discovery Radiomics With CLEAR-DR: Interpretable Computer Aided Diagnosis of Diabetic Retinopathy
by: Devinder Kumar, et al.
Published: (2019-01-01)

Nomograms for prediction of breast cancer in breast imaging reporting and data system (BI-RADS) ultrasound category 4 or 5 lesions: A single-center retrospective study based on radiomics features
by: Zhi-Liang Hong, et al.
Published: (2022-09-01)

Multi-phase-combined CECT radiomics models for Fuhrman grade prediction of clear cell renal cell carcinoma
by: Zhiyong Zhou, et al.
Published: (2023-08-01)

Construction and validation of log odds of positive lymph nodes (LODDS)-based nomograms for predicting overall survival and cancer-specific survival in ovarian clear cell carcinoma patients
by: Zesi Liu, et al.
Published: (2024-03-01)

Development and external validation of nomograms for predicting individual survival in patients with ovarian clear cell carcinoma
by: Xiaoshi Liu, et al.
Published: (2023-05-01)

Radiomic Score as a Potential Imaging Biomarker for Predicting Survival in Patients With Cervical Cancer
by: Handong Li, et al.
Published: (2021-08-01)

Prognostic nomogram that predicts progression-free survival and overall survival of patients with ovarian clear cell carcinoma
by: Jiayi Li, et al.
Published: (2022-10-01)

Radiomics model based on contrast-enhanced CT texture features for pretreatment prediction of overall survival in esophageal neuroendocrine carcinoma
by: Yue Zhou, et al.
Published: (2023-08-01)

Clear cell adenocarcinoma of the lung: a population-based study
by: Ke SJ, et al.
Published: (2019-01-01)

An external validation of the nocera nomogram: Predicting non-organ confined stage of ≥pT3 in cT1 clear cell renal cell carcinoma
by: Mike Wenzel, et al.
Published: (2022-10-01)

Systematic Pan-Cancer Analysis of KIF23 and a Prediction Model Based on KIF23 in Clear Cell Renal Cell Carcinoma (ccRCC)
by: Bai X, et al.
Published: (2021-12-01)

Preoperative Predicting the WHO/ISUP Nuclear Grade of Clear Cell Renal Cell Carcinoma by Computed Tomography-Based Radiomics Features
by: Claudia-Gabriela Moldovanu, et al.
Published: (2020-12-01)

Dual-modal radiomics nomogram based on contrast-enhanced ultrasound to improve differential diagnostic accuracy and reduce unnecessary biopsy rate in ACR TI-RADS 4–5 thyroid nodules
by: Jia-Yu Ren, et al.
Published: (2024-01-01)

Analyzing and validating the prognostic value and immune microenvironment of clear cell renal cell carcinoma
by: Jingwei Ke, et al.
Published: (2022-03-01)

A nomogram based on pretreatment CT radiomics features for predicting complete response to chemoradiotherapy in patients with esophageal squamous cell cancer
by: He-San Luo, et al.
Published: (2020-10-01)

PSAT1 enhances the efficacy of the prognosis estimation nomogram model in stage-based clear cell renal cell carcinoma
by: Jun Wang, et al.
Published: (2024-04-01)

Sarcomatoid-associated gene risk index for clear cell renal cell carcinoma
by: You Zuo, et al.
Published: (2022-09-01)

A novel 10 glycolysis-related genes signature could predict overall survival for clear cell renal cell carcinoma
by: Qianwei Xing, et al.
Published: (2021-04-01)

Nomograms integrating CT radiomic and deep learning signatures to predict overall survival and progression-free survival in NSCLC patients treated with chemotherapy
by: Runsheng Chang, et al.
Published: (2023-10-01)

Prediction of overall survival based upon a new ferroptosis-related gene signature in patients with clear cell renal cell carcinoma
by: Zhuolun Sun, et al.
Published: (2022-04-01)

Construction of a novel gene-based model for prognosis prediction of clear cell renal cell carcinoma
by: Zedan Zhang, et al.
Published: (2020-01-01)