Preoperative prediction of extracapsular extension: radiomics signature based on magnetic resonance imaging to stage prostate cancer

S Ma, H Xie, H Wang, J Yang, C Han, X Wang… - Molecular imaging and …, 2020 - Springer
Purpose To investigate and validate the potential role of a radiomics signature in predicting
the side-specific probability of extracapsular extension (ECE) of prostate cancer (PCa) …

MRI‐based radiomics signature for the preoperative prediction of extracapsular extension of prostate cancer

S Ma, H Xie, H Wang, C Han, J Yang… - Journal of Magnetic …, 2019 - Wiley Online Library
Background Radiomics approaches based on multiparametric MRI (mp‐MRI) have shown
high accuracy in prostate cancer (PCa) management. However, there is a need to apply …

[HTML][HTML] Early biomarkers of extracapsular extension of prostate cancer using MRI-derived semantic features

A Guerra, FC Alves, K Maes, S Joniau, J Cassis… - Cancer Imaging, 2022 - Springer
Background To construct a model based on magnetic resonance imaging (MRI) features
and histological and clinical variables for the prediction of pathology-detected extracapsular …

Multiparametric magnetic resonance imaging‐based peritumoral radiomics for preoperative prediction of the presence of extracapsular extension with prostate cancer

H Bai, W Xia, X Ji, D He, X Zhao, J Bao… - Journal of Magnetic …, 2021 - Wiley Online Library
Background Preoperative prediction of extracapsular extension (ECE) of prostate cancer
(PCa) is important to guide clinical decision‐making and improve patient prognosis …

[HTML][HTML] Development and comparison of a Chinese nomogram adding multi-parametric MRI information for predicting extracapsular extension of prostate cancer

Y Chen, W Yu, Y Fan, L Zhou, Y Yang, H Wang… - Oncotarget, 2017 - ncbi.nlm.nih.gov
Purpose To improve the performation of a nomogram for predicting side-specific
extracapsular extension (SS-ECE). Results One hundred and ninety-six patients (55.5%) …

[HTML][HTML] Radiomics based on multiparametric magnetic resonance imaging to predict extraprostatic extension of prostate cancer

L Xu, G Zhang, L Zhao, L Mao, X Li, W Yan… - Frontiers in …, 2020 - frontiersin.org
Background: To develop a radiomics model based on multiparametric MRI (mpMRI) for
preoperative prediction of extraprostatic extension (EPE) in patients with prostate cancer …

[HTML][HTML] MRI-based radiomics models to assess prostate cancer, extracapsular extension and positive surgical margins

D He, X Wang, C Fu, X Wei, J Bao, X Ji, H Bai, W Xia… - Cancer Imaging, 2021 - Springer
Purpose To investigate the performance of magnetic resonance imaging (MRI)-based
radiomics models for benign and malignant prostate lesion discrimination and extracapsular …

Magnetic resonance radiomics for prediction of extraprostatic extension in non-favorable intermediate-and high-risk prostate cancer patients

A Losnegård, LAR Reisæter, OJ Halvorsen… - Acta …, 2020 - journals.sagepub.com
Background To investigate whether magnetic resonance (MR) radiomic features combined
with machine learning may aid in predicting extraprostatic extension (EPE) in high-and non …

Artificial intelligence is a promising prospect for the detection of prostate cancer extracapsular extension with mpMRI: a two-center comparative study

Y Hou, YH Zhang, J Bao, ML Bao, G Yang… - European Journal of …, 2021 - Springer
Purpose A balance between preserving urinary continence as well as sexual potency and
achieving negative surgical margins is of clinical relevance while implementary difficulty …

MRI-based nomograms and radiomics in presurgical prediction of extraprostatic extension in prostate cancer: a systematic review

LF Calimano-Ramirez, MK Virarkar, M Hernandez… - Abdominal …, 2023 - Springer
Purpose Prediction of extraprostatic extension (EPE) is essential for accurate surgical
planning in prostate cancer (PCa). Radiomics based on magnetic resonance imaging (MRI) …