Artificial intelligence methods available for cancer research

A Murmu, B Győrffy - Frontiers of Medicine, 2024 - Springer
Cancer is a heterogeneous and multifaceted disease with a significant global footprint.
Despite substantial technological advancements for battling cancer, early diagnosis and …

Multiparametric MRI of solid renal masses: principles and applications of advanced quantitative and functional methods for tumor diagnosis and characterization

I Laothamatas, H Al Mubarak, A Reddy… - Journal of Magnetic …, 2023 - Wiley Online Library
Solid renal masses (SRMs) are increasingly detected and encompass both benign and
malignant masses, with renal cell carcinoma (RCC) being the most common malignant …

[HTML][HTML] A novel dataset and efficient deep learning framework for automated grading of renal cell carcinoma from kidney histopathology images

AK Chanchal, S Lal, R Kumar, JT Kwak, J Kini - Scientific Reports, 2023 - nature.com
Trends of kidney cancer cases worldwide are expected to increase persistently and this
inspires the modification of the traditional diagnosis system to respond to future challenges …

Predicting the ISUP grade of clear cell renal cell carcinoma with multiparametric MR and multiphase CT radiomics

E Cui, Z Li, C Ma, Q Li, Y Lei, Y Lan, J Yu, Z Zhou… - European …, 2020 - Springer
Objective To investigate externally validated magnetic resonance (MR)–based and
computed tomography (CT)–based machine learning (ML) models for grading clear cell …

Comprehensive evaluation of 68Ga-PSMA-11 PET/CT parameters for discriminating pathological characteristics in primary clear-cell renal cell carcinoma

J Gao, Q Xu, Y Fu, K He, C Zhang, Q Zhang… - European Journal of …, 2021 - Springer
Purpose To evaluate parameters derived from 68 Ga-PSMA-11 PET/CT images for
discriminating pathological characteristics in primary clear-cell renal cell carcinoma …

CT texture analysis in the differentiation of major renal cell carcinoma subtypes and correlation with Fuhrman grade

Y Deng, E Soule, A Samuel, S Shah, E Cui… - European …, 2019 - Springer
Objective CT texture analysis (CTTA) using filtration-histogram–based parameters has been
associated with tumor biologic correlates such as glucose metabolism, hypoxia, and tumor …

Multi-institutional re-evaluation of prognostic factors in chromophobe renal cell carcinoma: proposal of a novel two-tiered grading scheme

R Ohashi, G Martignoni, A Hartmann, A Caliò… - Virchows Archiv, 2020 - Springer
A histological grading system of chromophobe renal cell carcinoma (chRCC) is highly
desirable to identify approximately 5–10% of tumors at risk for progression. Validation …

A novel cuprotosis‐related gene FDX1 signature for overall survival prediction in clear cell renal cell carcinoma patients

WT Zhang, YM Gong, C Zhang, J Pan… - BioMed Research …, 2022 - Wiley Online Library
Background. Ferredoxin 1 (FDX1) is a newly discovered gene regulating cuprotosis.
However, the effect of FDX1 expression on clear renal cell carcinoma (ccRCC) is unknown …

Updates in staging and reporting of genitourinary malignancies

KM Cornejo, T Rice-Stitt, CL Wu - Archives of Pathology & …, 2020 - meridian.allenpress.com
Context.—The 8th edition of the American Joint Committee on Cancer (AJCC) staging
manual changed the tumor, node, metastasis (TNM) classification systems of genitourinary …

Contemporary clinical definitions, differential diagnosis, and novel predictive tools for renal cell carcinoma

D Novacescu, BO Feciche, AA Cumpanas, R Bardan… - Biomedicines, 2022 - mdpi.com
Despite significant progress regarding clinical detection/imaging evaluation modalities and
genetic/molecular characterization of pathogenesis, advanced renal cell carcinoma (RCC) …