Radiomics and magnetic resonance imaging of rectal cancer: from engineering to clinical practice

F Coppola, V Giannini, M Gabelloni, J Panic… - Diagnostics, 2021 - mdpi.com
While cross-sectional imaging has seen continuous progress and plays an undiscussed
pivotal role in the diagnostic management and treatment planning of patients with rectal …

Radiomics-guided radiation therapy: opportunities and challenges

H Abdollahi, E Chin, H Clark, DE Hyde… - Physics in Medicine …, 2022 - iopscience.iop.org
Radiomics is an advanced image-processing framework, which extracts image features and
considers them as biomarkers towards personalized medicine. Applications include disease …

Can magnetic resonance radiomics analysis discriminate parotid gland tumors? A pilot study

M Gabelloni, L Faggioni, S Attanasio, V Vani, A Goddi… - Diagnostics, 2020 - mdpi.com
Our purpose is to evaluate the performance of magnetic resonance (MR) radiomics analysis
for differentiating between malignant and benign parotid neoplasms and, among the latter …

[HTML][HTML] Computed tomography-based radiomic model predicts radiological response following stereotactic body radiation therapy in early-stage non-small-cell lung …

BMF Cheung, KS Lau, VHF Lee, TW Leung… - Radiation Oncology …, 2021 - ncbi.nlm.nih.gov
Purpose Radiomic models elaborate geometric and texture features of tumors extracted from
imaging to develop predictors for clinical outcomes. Stereotactic body radiation therapy …

CT radiomic predictors of local relapse after SBRT for lung oligometastases from colorectal cancer: a single institute pilot study

A Fodor, M Mori, R Tummineri, S Broggi… - Strahlentherapie und …, 2023 - Springer
Objectives To assess the potential of radiomic features (RFs) extracted from simulation
computed tomography (CT) images in discriminating local progression (LP) after stereotactic …

Repeatability of radiomics studies in colorectal cancer: a systematic review

Y Liu, X Wei, X Feng, Y Liu, G Feng, Y Du - BMC gastroenterology, 2023 - Springer
Background Recently, radiomics has been widely used in colorectal cancer, but many
variable factors affect the repeatability of radiomics research. This review aims to analyze …

Contribution of Novel MR Imaging Methods to the Staging and Management of Rectal Cancer

IAGP Santiago - 2021 - search.proquest.com
The role of MR imaging in rectal cancer is well established in clinical practice but standard
assessment has limitations. This thesis investigates new MR imaging methods and their …