Radiomics as a new frontier of imaging for cancer prognosis: a narrative review

A Reginelli, V Nardone, G Giacobbe, MP Belfiore… - Diagnostics, 2021 - mdpi.com
The evaluation of the efficacy of different therapies is of paramount importance for the
patients and the clinicians in oncology, and it is usually possible by performing imaging …

Radiomics in the setting of neoadjuvant radiotherapy: a new approach for tailored treatment

V Nardone, L Boldrini, R Grassi, D Franceschini… - Cancers, 2021 - mdpi.com
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 …

Delta-radiomics increases multicentre reproducibility: A phantom study

V Nardone, A Reginelli, C Guida, MP Belfiore… - Medical Oncology, 2020 - Springer
Texture analysis (TA) can provide quantitative features from medical imaging that can be
correlated to clinical endpoints. The challenges relevant to robustness of radiomics features …

Radiomics predicts survival of patients with advanced non‑small cell lung cancer undergoing PD‑1 blockade using Nivolumab

V Nardone, P Tini, P Pastina, C Botta… - Oncology …, 2020 - spandidos-publications.com
Immune checkpoint blockade is an emerging anticancer strategy, and Nivolumab is a
human mAb to PD‑1 that is used in the treatment of a number of different malignancies …

Automatic segmentation and radiomic texture analysis for osteoporosis screening using chest low-dose computed tomography

YC Chen, YT Li, PC Kuo, SJ Cheng, YH Chung… - European …, 2023 - Springer
Objective This study developed a diagnostic tool combining machine learning (ML)
segmentation and radiomic texture analysis (RTA) for bone density screening using chest …

[HTML][HTML] Delta-radiomics and response to neoadjuvant treatment in locally advanced gastric cancer—a multicenter study of GIRCG (Italian Research Group for Gastric …

MA Mazzei, L Di Giacomo, G Bagnacci… - … imaging in medicine …, 2021 - ncbi.nlm.nih.gov
Background To predict response to neoadjuvant chemotherapy (NAC) of gastric cancer
(GC), prior to surgery, would be pivotal to customize patient treatment. The aim of this study …

Ability of delta radiomics to predict a complete pathological response in patients with loco-regional rectal cancer addressed to neoadjuvant chemo-radiation and …

V Nardone, A Reginelli, R Grassi, G Vacca… - Cancers, 2022 - mdpi.com
Simple Summary The present study aimed to investigate the possible use of MRI delta
texture analysis (D-TA) in order to predict the extent of pathological response in patients with …

Texture analysis as a predictor of radiation-induced xerostomia in head and neck patients undergoing IMRT

V Nardone, P Tini, C Nioche, MA Mazzei… - La radiologia …, 2018 - Springer
Purpose Image texture analysis (TA) is a heterogeneity quantifying approach that cannot be
appreciated by the naked eye, and early evidence suggests that TA has great potential in …

Magnetic resonance imaging radiomic feature analysis of radiation-induced femoral head changes in prostate cancer radiotherapy

H Abdollahi, SR Mahdavi, I Shiri, B Mofid… - Journal of cancer …, 2019 - journals.lww.com
Background and Purpose: As a feasible approach, radiotherapy has a great role in prostate
cancer (Pca) management. However, Pca patients have an increased risk of femoral head …

Radiomic feature robustness and reproducibility in quantitative bone radiography: a study on radiologic parameter changes

E Saeedi, A Dezhkam, J Beigi, S Rastegar… - Journal of Clinical …, 2019 - Elsevier
The purpose of this study was to investigate the robustness of different radiography radiomic
features over different radiologic parameters including kV, mAs, filtration, tube angles, and …