[HTML][HTML] Automatic lesion detection and segmentation of 18F-FET PET in gliomas: A full 3D U-Net convolutional neural network study

P Blanc-Durand, A Van Der Gucht, N Schaefer, E Itti… - PLoS …, 2018 - journals.plos.org
Introduction Amino-acids positron emission tomography (PET) is increasingly used in the
diagnostic workup of patients with gliomas, including differential diagnosis, evaluation of …

Recent Developments of 18F-FET PET in Neuro-oncology

B Muoio, L Giovanella, G Treglia - Current Medicinal Chemistry, 2018 - ingentaconnect.com
Background: From the past decade to date, several studies related to O-(2-[18F] fluoroethyl)-
L-tyrosine (18F-FET) positron emission tomography (PET) in brain tumours have been …

Deep learning and multi-sensor fusion for glioma classification using multistream 2D convolutional networks

C Ge, IYH Gu, AS Jakola, J Yang - 2018 40th Annual …, 2018 - ieeexplore.ieee.org
This paper addresses issues of brain tumor, glioma, grading from multi-sensor images.
Different types of scanners (or sensors) like enhanced T1-MRI, T2-MRI and FLAIR, show …

Static and dynamic 18F–FET PET for the characterization of gliomas defined by IDH and 1p/19q status

A Verger, G Stoffels, EK Bauer, P Lohmann… - European journal of …, 2018 - Springer
Purpose The molecular features isocitrate dehydrogenase (IDH) mutation and 1p/19q co-
deletion have gained major importance for both glioma typing and prognosis and have …

[HTML][HTML] Amino acid tracers in PET imaging of diffuse low-grade gliomas: a systematic review of preoperative applications

O Näslund, A Smits, P Förander, M Laesser… - Acta …, 2018 - Springer
Positron emission tomography (PET) imaging using amino acid tracers has in recent years
become widely used in the diagnosis and prediction of disease course in diffuse low-grade …

[HTML][HTML] Voxel-wise analysis of dynamic 18F-FET PET: a novel approach for non-invasive glioma characterisation

L Vomacka, M Unterrainer, A Holzgreve, E Mille… - EJNMMI research, 2018 - Springer
Background Glioma grading with dynamic 18 F-FET PET (0–40 min pi) is typically performed
by analysing the mean time-activity curve of the entire tumour or a suspicious area within a …

Characteristics of time-activity curves obtained from dynamic 11C-methionine PET in common primary brain tumors

Y Nomura, Y Asano, J Shinoda, H Yano… - Journal of Neuro …, 2018 - Springer
Purpose The aim of this study was to assess whether dynamic PET with 11 C-methionine
(MET)(MET-PET) is useful in the diagnosis of brain tumors. Methods One hundred sixty …

[HTML][HTML] Voxel-based 18F-FET PET segmentation and automatic clustering of tumor voxels: A significant association with IDH1 mutation status and survival in patients …

P Blanc-Durand, A Van Der Gucht, A Verger… - PLoS …, 2018 - journals.plos.org
Introduction Aim was to develop a full automatic clustering approach of the time-activity
curves (TAC) from dynamic 18F-FET PET and evaluate its association with IDH1 mutation …

Integrated analysis of dynamic FET PET/CT parameters, histology, and methylation profiling of 44 gliomas

M Röhrich, K Huang, D Schrimpf, NL Albert… - European journal of …, 2018 - Springer
Abstract Purpose Dynamic 18 F-FET PET/CT is a powerful tool for the diagnosis of gliomas.
18 F-FET PET time–activity curves (TAC) allow differentiation between histological low …

MR textural analysis on T2 FLAIR images for the prediction of true oligodendroglioma by the 2016 WHO genetic classification

W Rui, Y Ren, Y Wang, X Gao, X Xu… - Journal of Magnetic …, 2018 - Wiley Online Library
Background The genetic status of 1p/19q is important for differentiating oligodendroglioma,
isocitrate‐dehydrogenase (IDH)‐mutant, and 1p/19q‐codeleted from diffuse astrocytoma …