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 …

Measurement of clinical and subclinical tumour response using [18F]-fluorodeoxyglucose and positron emission tomography: review and 1999 EORTC …

H Young, R Baum, U Cremerius, K Herholz… - European journal of …, 1999 - Elsevier
[18F]-fluorodeoxyglucose ([18F]-FDG) uptake is enhanced in most malignant tumours which
in turn can be measured using positron emission tomography (PET). A number of small …

Positron emission tomography-computed tomography standardized uptake values in clinical practice and assessing response to therapy

PE Kinahan, JW Fletcher - Seminars in Ultrasound, CT and MRI, 2010 - Elsevier
The use of standardized uptake values (SUVs) is now common place in clinical 2-deoxy-2-
[18F] fluoro-D-glucose (FDG) position emission tomography-computed tomography …

Consensus recommendations for the use of 18F-FDG PET as an indicator of therapeutic response in patients in National Cancer Institute Trials

LK Shankar, JM Hoffman, S Bacharach… - Journal of Nuclear …, 2006 - Soc Nuclear Med
Despite the increasing use of 18F-FDG PET as a biomarker for predicting therapeutic
response, there are no widely accepted standardized protocols for using 18F-FDG PET as a …

Tumor treatment response based on visual and quantitative changes in global tumor glycolysis using PET-FDG imaging: the visual response score and the change in …

SM Larson, Y Erdi, T Akhurst, M Mazumdar… - Clinical Positron …, 1999 - Elsevier
“Functional” tumor treatment response parameters have been developed to measure
treatment induced biochemical changes in the entire tumor mass, using positron emission …

Cross-modality synthesis from CT to PET using FCN and GAN networks for improved automated lesion detection

A Ben-Cohen, E Klang, SP Raskin, S Soffer… - … Applications of Artificial …, 2019 - Elsevier
In this work we present a novel system for generation of virtual PET images using CT scans.
We combine a fully convolutional network (FCN) with a conditional generative adversarial …

Segmentation of lung lesion volume by adaptive positron emission tomography image thresholding

YE Erdi, O Mawlawi, SM Larson… - … Journal of the …, 1997 - Wiley Online Library
BACKGROUND It is common protocol in radionuclide therapies to administer a tracer dose
of a radiopharmaceutical, determine its lesion uptake and biodistribution by gamma …

Metabolic monitoring of breast cancer chemohormonotherapy using positron emission tomography: initial evaluation.

RL Wahl, K Zasadny, M Helvie, GD Hutchins… - Journal of Clinical …, 1993 - ascopubs.org
PURPOSE We assessed the feasibility of noninvasive metabolic monitoring of cancer
chemohormonotherapy using sequential quantitative positron emission tomographic (PET) …

18FDG-Positron emission tomography for the early prediction of response in advanced soft tissue sarcoma treated with imatinib mesylate (Glivec®)

S Stroobants, J Goeminne, M Seegers… - European journal of …, 2003 - Elsevier
Imatinib mesylate (Glivec®, formerly STI571) is the first effective systemic treatment for
gastrointestinal stromal tumours (GISTs). Major changes in tumour volume, however, tend to …

Glucose metabolism of breast cancer assessed by 18F-FDG PET: histologic and immunohistochemical tissue analysis

N Avril, M Menzel, J Dose, M Schelling… - Journal of Nuclear …, 2001 - Soc Nuclear Med
Breast cancer is characterized by elevated glucose consumption resulting in increased
uptake of 18F-FDG. However, tracer uptake varies considerably among tumors imaged with …