Radiomics in pancreatic neuroendocrine tumors: methodological issues and clinical significance

C Bezzi, P Mapelli, L Presotto, I Neri, P Scifo… - European Journal of …, 2021 - Springer
Purpose To present the state-of-art of radiomics in the context of pancreatic neuroendocrine
tumors (PanNETs), with a focus on the methodological and technical approaches used, to …

CT-derived radiomic features to discriminate histologic characteristics of pancreatic neuroendocrine tumors

G Benedetti, M Mori, MM Panzeri, M Barbera… - La radiologia …, 2021 - Springer
Purpose To assess the ability of radiomic features (RF) extracted from contrast-enhanced CT
images (ceCT) and non-contrast-enhanced (non-ceCT) in discriminating histopathologic …

Ct radiomic features of pancreatic neuroendocrine neoplasms (panNEN) are robust against delineation uncertainty

M Mori, G Benedetti, S Partelli, C Sini, V Andreasi… - Physica Medica, 2019 - Elsevier
Purpose The aim of this study was to quantify the impact of CT delineation uncertainty of
pancreatic neuroendocrine neoplasms (panNEN) on Radiomic features (RF). Methods Thirty …

Imaging of pancreatic neuroendocrine tumors: recent advances, current status, and controversies

L Lee, T Ito, RT Jensen - Expert review of anticancer therapy, 2018 - Taylor & Francis
Introduction: Recently, there have been a number of advances in imaging pancreatic
neuroendocrine tumors (panNETs), as well as other neuroendocrine tumors (NETs), which …

[HTML][HTML] Recent developments in imaging of pancreatic neuroendocrine tumors

N Kartalis, RMP Mucelli, A Sundin - Annals of Gastroenterology …, 2015 - ncbi.nlm.nih.gov
Pancreatic neuroendocrine tumors (PNETs) are very rare, accounting for 1-2% of all
pancreatic neoplasms. They are classified into functioning and non-functioning and their …

GEP-NET radiomics: a systematic review and radiomics quality score assessment

FCR Staal, EA Aalbersberg, D van der Velden… - European …, 2022 - Springer
Objective The number of radiomics studies in gastroenteropancreatic neuroendocrine
tumours (GEP-NETs) is rapidly increasing. This systematic review aims to provide an …

Pancreatic neuroendocrine tumor: prediction of tumor grades by radiomics models based on ultrasound images

Y Dong, DH Yang, XF Tian, WH Lou… - The British Journal of …, 2023 - academic.oup.com
Objective We aimed to investigate whether the radiomics analysis based on B-mode
ultrasound (BMUS) images could predict histopathological tumor grades in pancreatic …

New frontiers in imaging including radiomics updates for pancreatic neuroendocrine neoplasms

M Saleh, PR Bhosale, M Yano, M Itani, AK Elsayes… - Abdominal …, 2020 - Springer
Objective To illustrate the applications of various imaging tools including conventional
MDCT, MRI including DWI, CT & MRI radiomics, FDG & DOTATATE PET-CT for diagnosis …

Prediction of the characteristics of aggressiveness of pancreatic neuroendocrine neoplasms (PanNENs) based on CT radiomic features

M Mori, D Palumbo, F Muffatti, S Partelli, J Mushtaq… - European …, 2023 - Springer
Objectives To predict tumor grade (G1 vs. G2/3), presence of distant metastasis (M+),
metastatic lymph nodes (N+), and microvascular invasion (VI) of pancreatic neuroendocrine …

A radiomics-based interpretable model to predict the pathological grade of pancreatic neuroendocrine tumors

JY Ye, P Fang, ZP Peng, XT Huang, JZ Xie, XY Yin - European radiology, 2024 - Springer
Objectives To develop a computed tomography (CT) radiomics-based interpretable machine
learning (ML) model to predict the pathological grade of pancreatic neuroendocrine tumors …