Multiscale texture analysis: from 18F-FDG PET images to histologic images

F Orlhac, B Thézé, M Soussan… - Journal of Nuclear …, 2016 - Soc Nuclear Med
Characterizing tumor heterogeneity using texture indices derived from PET images has
shown promise in predicting treatment response and patient survival in some types of …

Understanding changes in tumor texture indices in PET: a comparison between visual assessment and index values in simulated and patient data

F Orlhac, C Nioche, M Soussan… - Journal of Nuclear …, 2017 - Soc Nuclear Med
The use of texture indices to characterize tumor heterogeneity from PET images is being
increasingly investigated in retrospective studies, yet the interpretation of PET-derived …

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 …

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 …

Tumor texture analysis in 18F-FDG PET: relationships between texture parameters, histogram indices, standardized uptake values, metabolic volumes, and total …

F Orlhac, M Soussan, JA Maisonobe… - Journal of Nuclear …, 2014 - Soc Nuclear Med
Texture indices are of growing interest for tumor characterization in 18F-FDG PET. Yet, on
the basis of results published in the literature so far, it is unclear which indices should be …

[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 …

[HTML][HTML] A study on the basic criteria for selecting heterogeneity parameters of F18-FDG PET images

A Forgacs, H Pall Jonsson, M Dahlbom, F Daver… - PloS one, 2016 - journals.plos.org
Textural analysis might give new insights into the quantitative characterization of
metabolically active tumors. More than thirty textural parameters have been investigated in …

[HTML][HTML] Relationship between tumor heterogeneity measured on FDG-PET/CT and pathological prognostic factors in invasive breast cancer

M Soussan, F Orlhac, M Boubaya, L Zelek, M Ziol… - PloS one, 2014 - journals.plos.org
Background There is currently little support to understand which pathological factors led to
differences in tumor texture as measured from FDG PET/CT images. We studied whether …

[HTML][HTML] Towards guidelines to harmonize textural features in PET: Haralick textural features vary with image noise, but exposure-invariant domains enable …

GA Prenosil, T Weitzel, M Fürstner, M Hentschel… - PLoS …, 2020 - journals.plos.org
Purpose Image texture is increasingly used to discriminate tissues and lesions in PET/CT.
For quantification or in computer-aided diagnosis, textural feature analysis must produce …

18F-FDG PET uptake characterization through texture analysis: investigating the complementary nature of heterogeneity and functional tumor volume in a multi …

M Hatt, M Majdoub, M Vallières, F Tixier… - Journal of nuclear …, 2015 - Soc Nuclear Med
Intratumoral uptake heterogeneity in 18F-FDG PET has been associated with patient
treatment outcomes in several cancer types. Textural feature analysis is a promising method …