Delta radiomics: A systematic review

V Nardone, A Reginelli, R Grassi, L Boldrini… - La radiologia …, 2021 - Springer
Background Radiomics can provide quantitative features from medical imaging that can be
correlated with various biological features and clinical endpoints. Delta radiomics, on the …

A narrative review on current imaging applications of artificial intelligence and radiomics in oncology: Focus on the three most common cancers

S Vicini, C Bortolotto, M Rengo, D Ballerini, D Bellini… - La radiologia …, 2022 - Springer
The use of artificial intelligence (AI) and radiomics in the healthcare setting to advance
disease diagnosis and management and facilitate the creation of new therapeutics is …

Radiomics textural features by MR imaging to assess clinical outcomes following liver resection in colorectal liver metastases

V Granata, R Fusco, F De Muzio, C Cutolo… - La radiologia …, 2022 - Springer
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 …

Radiomics and machine learning analysis based on magnetic resonance imaging in the assessment of liver mucinous colorectal metastases

V Granata, R Fusco, F De Muzio, C Cutolo… - La radiologia …, 2022 - Springer
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 …

Radiomics for the prediction of treatment outcome and survival in patients with colorectal cancer: a systematic review

FCR Staal, DJ Van Der Reijd, M Taghavi… - Clinical colorectal …, 2021 - Elsevier
Prediction of outcome in patients with colorectal cancer (CRC) is challenging as a result of
lack of a robust biomarker and heterogeneity between and within tumors. The aim of this …

Radiomics of liver metastases: a systematic review

F Fiz, L Viganò, N Gennaro, G Costa, L La Bella… - Cancers, 2020 - mdpi.com
Simple Summary Patients with liver metastases can be scheduled for different therapies (eg,
chemotherapy, surgery, radiotherapy, and ablation). The choice of the most appropriate …

CT-based radiomics analysis to predict histopathological outcomes following liver resection in colorectal liver metastases

V Granata, R Fusco, SV Setola, F De Muzio… - Cancers, 2022 - mdpi.com
Simple Summary The objective of the study was to assess the radiomic features obtained by
computed tomography (CT) examination as prognostic biomarkers in patients with colorectal …

Contrast MR-based radiomics and machine learning analysis to assess clinical outcomes following liver resection in colorectal liver metastases: a preliminary study

V Granata, R Fusco, F De Muzio, C Cutolo, SV Setola… - Cancers, 2022 - mdpi.com
Simple Summary The objective of the study was to evaluate the radiomics features obtained
by contrast MRI studies as prognostic biomarkers in colorectal liver metastases patients to …

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 …

Correlation of CT radiomic features for GISTs with pathological classification and molecular subtypes: Preliminary and monocentric experience

D Palatresi, F Fedeli, G Danti, E Pasqualini… - La radiologia …, 2022 - Springer
Purpose Our primary purpose was to search for computed tomography (CT) radiomic
features of gastrointestinal stromal tumors (GISTs) that could potentially correlate with the …