Existing quantitative imaging biomarkers (QIBs) are associated with known biological tissue
characteristics and follow a well-understood path of technical, biological and clinical …

Radiomics is an emerging field using the extraction of quantitative features from medical
images for tissue characterization. While MRI-based radiomics is still at an early stage, it …

The high incidence of rectal cancer in both sexes makes it one of the most common tumors,
with significant morbidity and mortality rates. To define the best treatment option and …

Objectives Stratification of microsatellite instability (MSI) status in patients with colorectal
cancer (CRC) improves clinical decision-making for cancer treatment. The present study …

Rationale and Objectives To develop and validate a radiomic model, with radiomic features
extracted from breast Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE …

Radiomics analysis is a powerful tool aiming to provide diagnostic and prognostic patient
information directly from images that are decoded into handcrafted features, comprising …

Background In endometrial cancer (EC), preoperative pelvic MRI is recommended for local
staging, while final tumor stage and grade are established by surgery and pathology. MRI …

Purpose Our study investigated the contribution that the application of radiomics analysis on
post-treatment magnetic resonance imaging can add to the assessments performed by an …

Objectives To assess the methodological quality and risk of bias in radiomics studies
investigating diagnosis, therapy response, and survival of patients with osteosarcoma …

The purpose of this multicenter retrospective study was to evaluate radiomics analysis
coupled with machine learning (ML) of dynamic contrast-enhanced (DCE) and diffusion …