Artificial intelligence is a promising prospect for the detection of prostate cancer extracapsular extension with mpMRI: a two-center comparative study
Purpose A balance between preserving urinary continence as well as sexual potency and
achieving negative surgical margins is of clinical relevance while implementary difficulty …
achieving negative surgical margins is of clinical relevance while implementary difficulty …
Radiomics for the identification of extraprostatic extension with prostate MRI: a systematic review and meta-analysis
A Ponsiglione, M Gambardella, A Stanzione… - European …, 2024 - Springer
Objectives Extraprostatic extension (EPE) of prostate cancer (PCa) is predicted using clinical
nomograms. Incorporating MRI could represent a leap forward, although poor sensitivity and …
nomograms. Incorporating MRI could represent a leap forward, although poor sensitivity and …
Early biomarkers of extracapsular extension of prostate cancer using MRI-derived semantic features
Background To construct a model based on magnetic resonance imaging (MRI) features
and histological and clinical variables for the prediction of pathology-detected extracapsular …
and histological and clinical variables for the prediction of pathology-detected extracapsular …
Computational detection of extraprostatic extension of prostate cancer on multiparametric MRI using deep learning
Simple Summary In approximately 50% of prostate cancer patients undergoing surgical
treatment, cancer has extended beyond the prostate boundary (ie, extraprostatic extension) …
treatment, cancer has extended beyond the prostate boundary (ie, extraprostatic extension) …
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 …
high accuracy in prostate cancer (PCa) management. However, there is a need to apply …
MRI index lesion radiomics and machine learning for detection of extraprostatic extension of disease: a multicenter study
Objectives To build a machine learning (ML) model to detect extraprostatic extension (EPE)
of prostate cancer (PCa), based on radiomics features extracted from prostate MRI index …
of prostate cancer (PCa), based on radiomics features extracted from prostate MRI index …
Evaluation of extracapsular extension in prostate cancer using qualitative and quantitative multiparametric MRI
Purpose To investigate the value of multiparametric magnetic resonance imaging (mpMRI)
for extracapsular extension (ECE) in prostate cancer (PCa). Materials and Methods In all …
for extracapsular extension (ECE) in prostate cancer (PCa). Materials and Methods In all …
Accuracy of multiparametric magnetic resonance imaging for detecting extracapsular extension in prostate cancer: a systematic review and meta-analysis
F Zhang, CL Liu, Q Chen, SC Shao… - The British Journal of …, 2019 - academic.oup.com
Objective: To evaluate the diagnostic accuracy of multiparametric MRI (mpMRI) for detecting
extracapsular extension (ECE) in patients with prostate cancer (PCa). Methods and …
extracapsular extension (ECE) in patients with prostate cancer (PCa). Methods and …
Multiparametric magnetic resonance imaging‐based peritumoral radiomics for preoperative prediction of the presence of extracapsular extension with prostate cancer
Background Preoperative prediction of extracapsular extension (ECE) of prostate cancer
(PCa) is important to guide clinical decision‐making and improve patient prognosis …
(PCa) is important to guide clinical decision‐making and improve patient prognosis …
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 …
preoperative prediction of extraprostatic extension (EPE) in patients with prostate cancer …
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