Delta radiomic patterns on serial bi-parametric MRI are associated with pathologic upgrading in prostate cancer patients on active surveillance: preliminary findings

A Midya, A Hiremath, J Huber… - Frontiers in …, 2023 - frontiersin.org
Objective The aim of this study was to quantify radiomic changes in prostate cancer (PCa)
progression on serial MRI among patients on active surveillance (AS) and evaluate their …

Repeat multiparametric MRI in prostate cancer patients on active surveillance

JT Eineluoto, P Järvinen, A Kenttämies… - PLoS …, 2017 - journals.plos.org
Introduction This study was conducted to describe the changes in repeat multiparametric
MRI (mpMRI) occurring in prostate cancer (PCa) patients during active surveillance (AS) …

Radiomic features on MRI enable risk categorization of prostate cancer patients on active surveillance: Preliminary findings

A Algohary, S Viswanath, R Shiradkar… - Journal of Magnetic …, 2018 - Wiley Online Library
Background Radiomic analysis is defined as computationally extracting features from
radiographic images for quantitatively characterizing disease patterns. There has been …

[HTML][HTML] Performance variability of radiomics machine learning models for the detection of clinically significant prostate cancer in heterogeneous MRI datasets

E Gresser, B Schachtner, AT Stüber… - … Imaging in Medicine …, 2022 - ncbi.nlm.nih.gov
Background Radiomics promises to enhance the discriminative performance for clinically
significant prostate cancer (csPCa), but still lacks validation in real-life scenarios. This study …

Commentary: considering radiomics in the setting of prostate cancer active surveillance

S Gaur - European Radiology, 2023 - Springer
In patients with favorable-risk prostate cancer, active surveillance has become an integral
part of offered standard care. The objective of active surveillance is to defer unnecessary …

Development and Validation of an Explainable Radiomics Model to Predict High-Aggressive Prostate Cancer: A Multicenter Radiomics Study Based on Biparametric …

G Nicoletti, S Mazzetti, G Maimone, V Cignini… - Cancers, 2024 - mdpi.com
Simple Summary Prostate cancer (PCa) is one of the leading causes of mortality for men
worldwide. PCa aggressiveness affects the patient's prognosis, with less aggressive tumors …

Prostate cancer radiological estimation of change in sequential evaluation (PRECISE) magnetic resonance imaging scoring to predict clinical outcomes in active …

Y Bhanji, M Mamawala, CM de la Calle, P Landis… - Urology, 2023 - Elsevier
Objective To determine whether radiological change on serial multiparametric magnetic
resonance imaging scored using the Prostate Cancer Radiological Estimation of Change in …

MRI-derived radiomics model for baseline prediction of prostate cancer progression on active surveillance

N Sushentsev, L Rundo, O Blyuss… - Scientific Reports, 2021 - nature.com
Nearly half of patients with prostate cancer (PCa) harbour low-or intermediate-risk disease
considered suitable for active surveillance (AS). However, up to 44% of patients discontinue …

Abnormal findings on multiparametric prostate magnetic resonance imaging predict subsequent biopsy upgrade in patients with low risk prostate cancer managed …

RR Flavell, AC Westphalen, C Liang, CC Sotto… - Abdominal …, 2014 - Springer
Purpose To determine the ability of multiparametric MR imaging to predict disease
progression in patients with prostate cancer managed by active surveillance. Methods Sixty …

Multiparametric magnetic resonance imaging can exclude prostate cancer progression in patients on active surveillance: a retrospective cohort study

T Ullrich, C Arsov, M Quentin, F Mones… - European …, 2020 - Springer
Objectives To assess the ability of multiparametric MRI (mp-MRI) of the prostate to exclude
prostate cancer (PCa) progression during monitoring patients on active surveillance (AS) …