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 …

Reliability of MRI radiomics features in MR‐guided radiotherapy for prostate cancer: Repeatability, reproducibility, and within‐subject agreement

C Xue, J Yuan, DMC Poon, Y Zhou, B Yang… - Medical …, 2021 - Wiley Online Library
Purpose The MR‐guided radiotherapy (MRgRT) images on the integrated MRI and linear
accelerator (MR‐LINAC) might facilitate radiomics analysis for longitudinal treatment …

Contrast-enhanced CT-based radiomics analysis in predicting lymphovascular invasion in esophageal squamous cell carcinoma

Y Li, M Yu, G Wang, L Yang, C Ma, M Wang… - Frontiers in …, 2021 - frontiersin.org
Objectives To develop a radiomics model based on contrast-enhanced CT (CECT) to predict
the lymphovascular invasion (LVI) in esophageal squamous cell carcinoma (ESCC) and …

[HTML][HTML] The impact of exercise training and supplemental oxygen on peripheral muscles in chronic obstructive pulmonary disease: A randomized controlled trial

D Neunhäuserer, M Hudelmaier… - … and Science in …, 2023 - ncbi.nlm.nih.gov
Objective Exercise training is a cornerstone of the treatment of chronic obstructive
pulmonary disease, whereas the related interindividual heterogeneity in skeletal muscle …

Phantom study investigating the repeatability of radiomic features with alteration of image acquisition parameters in magnetic resonance imaging

R Mitchell-Hay, T Ahearn, A Murray, G Waiter - Journal of Medical Imaging …, 2024 - Elsevier
Background Magnetic resonance imaging (MRI) has many different alterable parameters
that affect how an image appears. This is relevant in radiomics which produces quantitative …

Acquisition repeatability of MRI radiomics features in the head and neck: A dual-3D-sequence multi-scan study

C Xue, J Yuan, Y Zhou, OL Wong, KY Cheung… - Visual computing for …, 2022 - Springer
Radiomics has increasingly been investigated as a potential biomarker in quantitative
imaging to facilitate personalized diagnosis and treatment of head and neck cancer (HNC) …

Robustness assessment of images from a 0.35 T scanner of an integrated MRI-Linac: characterization of radiomics features in phantom and patient data

R Ericsson-Szecsenyi, G Zhang… - … in Cancer Research …, 2022 - journals.sagepub.com
Purpose: Radiomics entails the extraction of quantitative imaging biomarkers (or radiomics
features) hypothesized to provide additional pathophysiological and/or clinical information …

Phantom study on the robustness of MR radiomics features: comparing the applicability of 3D printed and biological phantoms

G Veres, J Kiss, NF Vas, P Kallos-Balogh, NB Máthé… - Diagnostics, 2022 - mdpi.com
The objectives of our study were to (a) evaluate the feasibility of using 3D printed phantoms
in magnetic resonance imaging (MR) in assessing the robustness and repeatability of …

The impact of the combat method on radiomics feature compensation and analysis of scanners from different manufacturers

X Zhang, M Iqbal bin Saripan, Y Wu, Z Wang… - BMC Medical …, 2024 - Springer
Background This study investigated whether the Combat compensation method can remove
the variability of radiomic features extracted from different scanners, while also examining its …

Robustness of radiomic features of benign breast lesions and hormone receptor positive/HER2-negative cancers across DCE-MR magnet strengths

HM Whitney, K Drukker, A Edwards… - Magnetic resonance …, 2021 - Elsevier
Radiomic features extracted from breast lesion images have shown potential in diagnosis
and prognosis of breast cancer. As medical centers transition from 1.5 T to 3.0 T magnetic …