The main therapeutic options for colorectal cancer are surgical resection and adjuvant
chemotherapy in non-metastatic disease. However, the evaluation of the overall adjuvant …

Simple Summary This review based on a literature search aims at showing the impact of
Texture Analysis in the prediction of response to neoadjuvant radiotherapy and/or …

Purpose To assess the efficacy of radiomics features obtained by T2-weighted sequences to
predict clinical outcomes following liver resection in colorectal liver metastases patients …

Purpose The purpose of this study is to evaluate the Radiomics and Machine Learning
Analysis based on MRI in the assessment of Liver Mucinous Colorectal Metastases. Query …

Rationale and Objectives Accurate pretreatment assessment of histological differentiation
grade of head and neck squamous cell carcinoma (HNSCC) is crucial for prognosis …

Background Pathological complete response after neoadjuvant chemoradiotherapy in
locally advanced rectal cancer (LARC) is achieved in 15–30% of cases. Our aim was to …

Introduction Total neoadjuvant therapy (TNT) is a new therapeutic strategy in patients with
rectal cancer. We examined the role of TNT, in addition to other pre-operative factors, as a …

Background The purpose of this study was to investigate and validate multiparametric
magnetic resonance imaging (MRI)-based machine learning classifiers for early …

This is a prospective, single center study aimed to evaluate the predictive power of peritumor
and intratumor radiomics features assessed using T2 weight image (T2WI) of baseline …

Standard treatment for patients with locally advanced rectal cancer has been the
multidisciplinary approach of neoadjuvant chemoradiotherapy, followed by total mesorectal …