… In this study, we adopted advanced radiomics to prostate MRI for the prediction of csPCa.
A mp-MRI-based radiomics signature for discriminating between csPCa and ciPCa was …

… The integration of quantitative imaging data (radiomics) to detect correlations with genomic
signatures is commonly known as radiogenomics (51). The underlying hypothesis is that …

… In this study, we described a radiomics signature using noncontrast-enhanced MRI images,
which is a new noninvasive method with good diagnostic performance. Our results showed …

… A total of 1576 radiomics features were extracted from the T 2 WI (n = 788) and diffusion-…
a radiomics signature in the training set. The predictive performance of the radiomics signature …

… radiomic-pipeline for the extraction of a magnetic resonance imaging (MRI) signature for
prostate cancer (… One hundred and two consecutive patients performing preoperative prostate …

… We sought to 1) assess the association of radiomics features based … signatures and gene
expression levels in prostate cancer and 2) build machine learning models based on radiomics …

… Our aim was to extract a radiomic signature from axial T2-weighted (T2-W) magnetic … )
of the whole prostate able to predict oncological and radiological scores in prostate cancer (PCa). …

… and radiomics-… radiomics model obtained AUCs of 0.88, 0.91 and 0.65 on the independent
test sets compared to AUCs of 0.70, 0.73 and 0.44 for the deep-learning model. Our radiomics …

… hypothesized that a radiomics signature incorporating a panel of stable radiomics features
might … Therefore, the goal of this study was to develop and validate a radiomics signature for …

… of a radiomics signature for prediction of ECE status, and we hypothesize that additional
radiomics … Therefore, we aim to develop and validate a radiomics signature to predict the side-…