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 …

Radiomics-based prediction of two-year clinical outcome in locally advanced cervical cancer patients undergoing neoadjuvant chemoradiotherapy

R Autorino, B Gui, G Panza, L Boldrini, D Cusumano… - La radiologia …, 2022 - Springer
Purpose The aim of this study is to determine if radiomics features extracted from staging
magnetic resonance (MR) images could predict 2-year long-term clinical outcome in patients …

Analysis of MRI and CT-based radiomics features for personalized treatment in locally advanced rectal cancer and external validation of published radiomics models

I Shahzadi, A Zwanenburg, A Lattermann, A Linge… - Scientific reports, 2022 - nature.com
Radiomics analyses commonly apply imaging features of different complexity for the
prediction of the endpoint of interest. However, the prognostic value of each feature class is …

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 …

The impact of radiomics in diagnosis and staging of pancreatic cancer

C Casà, A Piras, A D'Aviero, F Preziosi… - Therapeutic …, 2022 - journals.sagepub.com
Introduction: Pancreatic cancer (PC) is one of the most aggressive tumours, and better risk
stratification among patients is required to provide tailored treatment. The meaning of …

THUNDER 2: THeragnostic Utilities for Neoplastic DisEases of the Rectum by MRI guided radiotherapy

G Chiloiro, D Cusumano, L Boldrini, A Romano… - BMC cancer, 2022 - Springer
Background Neoadjuvant chemoradiation therapy (nCRT) is the standard treatment modality
in locally advanced rectal cancer (LARC). Since response to radiotherapy (RT) is dose …

Role of MRI‑based radiomics in locally advanced rectal cancer

S Zhang, M Yu, D Chen, P Li… - Oncology …, 2022 - spandidos-publications.com
Colorectal cancer is the third most common type of cancer, with high morbidity and mortality
rates. In particular, locally advanced rectal cancer (LARC) is difficult to treat and has a high …

[HTML][HTML] Artificial intelligence and radiomics in magnetic resonance imaging of rectal cancer: A review

G Di Costanzo, R Ascione, A Ponsiglione… - … of Targeted Anti …, 2023 - ncbi.nlm.nih.gov
Rectal cancer (RC) is one of the most common tumours worldwide in both males and
females, with significant morbidity and mortality rates, and it accounts for approximately one …

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 …

Delta radiomics: an updated systematic review

V Nardone, A Reginelli, D Rubini, F Gagliardi… - La radiologia …, 2024 - Springer
Background Radiomics can provide quantitative features from medical imaging that can be
correlated with various biological features and diverse clinical endpoints. Delta radiomics …