Featured Application The study demonstrates that high-speed deep learning networks could
perform accurate prostate delineation facilitating the adoption of novel imaging parameters, …

Background Prostate volume, as determined by magnetic resonance imaging (MRI), is a
useful biomarker both for distinguishing between benign and malignant pathology and can be …

… Author links open overlay panel Dario Giambelluca MD a 1 , Roberto Cannella MD a 1 ,
Federica Vernuccio MD a b c d , Albert Comelli e f g , Alice Pavone MD a , Leonardo Salvaggio …

Background Positron Emission Tomography (PET) is increasingly utilized in radiomics
studies for treatment evaluation purposes. Nevertheless, lesion volume identification in PET …

Objective The aim of this study was (1) to investigate the application of texture analysis of
choline PET/CT images in prostate cancer (PCa) patients and (2) to propose a machine-…

Multiparametric prostate magnetic resonance imaging (mpMRI) is widely used as a triage test
for men at a risk of prostate cancer. However, the traditional role of mpMRI was confined to …

Positron Emission Tomography (PET) imaging has an enormous potential to improve radiation
therapy treatment planning offering complementary functional information with respect to …

Background Radiomic features are increasingly utilized to evaluate tumor heterogeneity in
PET imaging but to date its role has not been investigated for Cho-PET in prostate cancer. …

Radiomics aims to support clinical decisions through its workflow, which is divided into: (i)
target identification and segmentation, (ii) feature extraction, (iii) feature selection, and (iv) …

Background: In the field of biomedical imaging, radiomics is a promising approach that aims
to provide quantitative features from images. It is highly dependent on accurate identification …