Multiparametric MRI (mpMRI) is an imaging modality that combines anatomical MR imaging
with one or more functional MRI sequences. It has become a versatile tool for detecting and …

Simple Summary Radiologists interpret prostate multiparametric magnetic resonance
imaging (mpMRI) to identify abnormalities that may correspond to prostate cancer, whose …

Objectives The aim of this study was to systematically review the literature and perform a
meta-analysis of machine learning (ML) diagnostic accuracy studies focused on clinically …

Purpose To evaluate in a multi‐institutional study whether radiomic features useful for
prostate cancer (PCa) detection from 3 Tesla (T) multi‐parametric MRI (mpMRI) in the …

Significant prostate carcinoma (sPCa) classification based on MRI using radiomics or deep
learning approaches has gained much interest, due to the potential application in assisting …

Background Preliminary studies have shown that MR fingerprinting–based relaxometry
combined with apparent diffusion coefficient (ADC) map** can be used to differentiate …

Background There appears to be less agreement in the identification of cancers in the
transition zone (TZ), which is not as reliable as those in peripheral zone when using the …

Objectives To evaluate multiparametric-MRI (mpMRI) derived histogram textural-analysis
parameters for detection of transition zone (TZ) prostatic tumour. Methods Sixty-seven …

Objectives Prognostic and diagnostic models must work in their intended clinical setting,
proven via “external evaluation”, preferably by authors uninvolved with model development …

Objectives To differentiate prostate cancer lesions with high and with low Gleason score by
diffusion-weighted-MRI (DW-MRI). Methods This prospective study was approved by the …