Imaging heterogeneity in lung cancer: techniques, applications, and challenges

U Bashir, MM Siddique, E Mclean… - American Journal of …, 2016 - Am Roentgen Ray Soc
OBJECTIVE. Texture analysis involves the mathematic processing of medical images to
derive sets of numeric quantities that measure heterogeneity. Studies on lung cancer have …

Radiomics in PET: principles and applications

GJR Cook, M Siddique, BP Taylor, C Yip… - Clinical and …, 2014 - Springer
Radiomics is an evolving field in which the extraction of large amounts of features from
diagnostic medical images may be used to predict underlying molecular and genetic …

Non–small cell lung cancer: histopathologic correlates for texture parameters at CT

B Ganeshan, V Goh, HC Mandeville, QS Ng, PJ Hoskin… - Radiology, 2013 - pubs.rsna.org
Purpose To correlate computed tomographic (CT) texture in non–small cell lung cancer
(NSCLC) with histopathologic markers for angiogenesis and hypoxia. Materials and …

Evaluation of a cumulative SUV-volume histogram method for parameterizing heterogeneous intratumoural FDG uptake in non-small cell lung cancer PET studies

FHP van Velden, P Cheebsumon, M Yaqub… - European journal of …, 2011 - Springer
Purpose Standardized uptake values (SUV) are commonly used for quantification of whole-
body [18 F] fluoro-2-deoxy-D-glucose (FDG) positron emission tomography (PET) studies …

Tumor radiomic heterogeneity: Multiparametric functional imaging to characterize variability and predict response following cervical cancer radiation therapy

SR Bowen, WTC Yuh, DS Hippe, W Wu… - Journal of Magnetic …, 2018 - Wiley Online Library
Background Robust approaches to quantify tumor heterogeneity are needed to provide early
decision support for precise individualized therapy. Purpose To conduct a technical …

Texture analysis of 18F-FDG PET/CT to predict tumour response and prognosis of patients with esophageal cancer treated by chemoradiotherapy

M Nakajo, M Jinguji, Y Nakabeppu, M Nakajo… - European journal of …, 2017 - Springer
Purpose This retrospective study was done to examine whether the heterogeneity in primary
tumour F-18-fluorodeoxyglucose (18 F-FDG) distribution can predict tumour response and …

[HTML][HTML] Intratumoral heterogeneity of hepatocellular carcinoma: From single-cell to population-based studies

Q Zhang, Y Lou, XL Bai, TB Liang - World journal of …, 2020 - ncbi.nlm.nih.gov
Hepatocellular carcinoma (HCC) is characterized by high heterogeneity in both intratumoral
and interpatient manners. While interpatient heterogeneity is related to personalized …

Shell feature: a new radiomics descriptor for predicting distant failure after radiotherapy in non-small cell lung cancer and cervix cancer

H Hao, Z Zhou, S Li, G Maquilan… - Physics in Medicine …, 2018 - iopscience.iop.org
Distant failure is the main cause of human cancer-related mortalities. To develop a model for
predicting distant failure in non-small cell lung cancer (NSCLC) and cervix cancer (CC) …

Three-dimensional positron emission tomography image texture analysis of esophageal squamous cell carcinoma: relationship between tumor: 18: F …

X Dong, L Xing, P Wu, Z Fu, H Wan, D Li… - Nuclear medicine …, 2013 - journals.lww.com
Objective To explore the relationship of a new PET image parameter, 18 F-
fluorodeoxyglucose (18 F-FDG) uptake heterogeneity assessed by texture analysis, with …

Prognostic implication of intratumoral metabolic heterogeneity in invasive ductal carcinoma of the breast

SH Son, DH Kim, CM Hong, CY Kim, SY Jeong… - BMC cancer, 2014 - Springer
Background The purpose of this study was to evaluate the prognostic implication of findings
of intratumoral metabolic heterogeneity on pretreatment 18 F-FDG PET/CT scans in patients …