The biological meaning of radiomic features

MR Tomaszewski, RJ Gillies - Radiology, 2021 - pubs.rsna.org
Radiomic analysis offers a powerful tool for the extraction of clinically relevant information
from radiologic imaging. Radiomics can be used to predict patient outcome through …

Applications and limitations of radiomics

SSF Yip, HJWL Aerts - Physics in Medicine & Biology, 2016 - iopscience.iop.org
Radiomics is an emerging field in quantitative imaging that uses advanced imaging features
to objectively and quantitatively describe tumour phenotypes. Radiomic features have …

[HTML][HTML] Assessment of tumor heterogeneity: an emerging imaging tool for clinical practice?

F Davnall, CSP Yip, G Ljungqvist, M Selmi, F Ng… - Insights into …, 2012 - Springer
Background Tumor spatial heterogeneity is an important prognostic factor, which may be
reflected in medical images Methods Image texture analysis is an approach of quantifying …

Characterization of PET/CT images using texture analysis: the past, the present… any future?

M Hatt, F Tixier, L Pierce, PE Kinahan… - European journal of …, 2017 - Springer
After seminal papers over the period 2009–2011, the use of texture analysis of PET/CT
images for quantification of intratumour uptake heterogeneity has received increasing …

Intratumor heterogeneity characterized by textural features on baseline 18F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal …

F Tixier, CC Le Rest, M Hatt, N Albarghach… - Journal of Nuclear …, 2011 - Soc Nuclear Med
18F-FDG PET is often used in clinical routine for diagnosis, staging, and response to therapy
assessment or prediction. The standardized uptake value (SUV) in the primary or regional …

Quantifying tumour heterogeneity in 18F-FDG PET/CT imaging by texture analysis

S Chicklore, V Goh, M Siddique, A Roy… - European journal of …, 2013 - Springer
Abstract 18 F-Fluorodeoxyglucose positron emission tomography/computed tomography (18
F-FDG PET/CT) is now routinely used in oncological imaging for diagnosis and staging and …

Are pretreatment 18F-FDG PET tumor textural features in non–small cell lung cancer associated with response and survival after chemoradiotherapy?

GJR Cook, C Yip, M Siddique, V Goh… - Journal of nuclear …, 2013 - Soc Nuclear Med
There is evidence in some solid tumors that textural features of tumoral uptake in 18F-FDG
PET images are associated with response to chemoradiotherapy and survival. We have …

Predicting outcomes in radiation oncology—multifactorial decision support systems

P Lambin, RGPM Van Stiphout… - Nature reviews Clinical …, 2013 - nature.com
With the emergence of individualized medicine and the increasing amount and complexity of
available medical data, a growing need exists for the development of clinical decision …

Whole‐Body Characterization of Estrogen Receptor Status in Metastatic Breast Cancer with 16α‐18F‐Fluoro‐17β‐Estradiol Positron Emission Tomography: Meta …

BF Kurland, JR Wiggins, A Coche, C Fontan… - The …, 2020 - academic.oup.com
Estrogen receptor (ER) status by immunohistochemistry (IHC) of cancer tissue is currently
used to direct endocrine therapy in breast cancer. Positron emission tomography (PET) with …

Radiomic analysis of soft tissues sarcomas can distinguish intermediate from high‐grade lesions

VDA Corino, E Montin, A Messina… - Journal of Magnetic …, 2018 - Wiley Online Library
Purpose To assess the feasibility of grading soft tissue sarcomas (STSs) using MRI features
(radiomics). Materials and Methods MRI (echo planar SE, 1.5 T) from 19 patients with STSs …