Effect of machine learning re-sampling techniques for imbalanced datasets in 18F-FDG PET-based radiomics model on prognostication performance in cohorts of head and neck cancer patients

2020 ◽  
Vol 47 (12) ◽  
pp. 2826-2835 ◽  
Author(s):  
Chenyi Xie ◽  
Richard Du ◽  
Joshua WK Ho ◽  
Herbert H Pang ◽  
Keith WH Chiu ◽  
...  
Keyword(s):  
Machine Learning ◽  
Head And Neck Cancer ◽  
Head And Neck ◽  
Cancer Patients ◽  
Neck Cancer ◽  
Fdg Pet ◽  
Sampling Techniques ◽  
Imbalanced Datasets ◽  
18F Fdg

scholarly journals Utility of 18F-Fluoride PET/CT and 18F-FDG PET/CT in the Detection of Bony Metastases in Heightened-Risk Head and Neck Cancer Patients

2012 ◽  
Vol 53 (11) ◽  
pp. 1730-1735 ◽  
Author(s):  
S.-C. Chan ◽  
H.-M. Wang ◽  
S.-H. Ng ◽  
C.-L. Hsu ◽  
Y.-J. Lin ◽  
...  
Keyword(s):  
Head And Neck Cancer ◽  
Head And Neck ◽  
Cancer Patients ◽  
Neck Cancer ◽  
Fdg Pet ◽  
Pet Ct ◽  
18F Fdg ◽  
Bony Metastases ◽  
Fdg Pet Ct ◽  
18F Fluoride

Can 18F-FDG-PET response during radiotherapy be used as a predictive factor for the outcome of head and neck cancer patients?

2010 ◽  
Vol 31 (6) ◽  
pp. 495-501 ◽  
Author(s):  
Ashraf Farrag ◽  
Gaëtane Ceulemans ◽  
Mia Voordeckers ◽  
Hendrik Everaert ◽  
Guy Storme
Keyword(s):  
Head And Neck Cancer ◽  
Head And Neck ◽  
Cancer Patients ◽  
Neck Cancer ◽  
Predictive Factor ◽  
Fdg Pet ◽  
18F Fdg

scholarly journals Chest CT and Whole-Body 18F-FDG PET Are Cost-Effective in Screening for Distant Metastases in Head and Neck Cancer Patients

2010 ◽  
Vol 51 (2) ◽  
pp. 176-182 ◽  
Author(s):  
C. A. Uyl-de Groot ◽  
A. Senft ◽  
R. de Bree ◽  
C. R. Leemans ◽  
O. S. Hoekstra
Keyword(s):  
Head And Neck Cancer ◽  
Head And Neck ◽  
Cancer Patients ◽  
Neck Cancer ◽  
Fdg Pet ◽  
Cost Effective ◽  
Distant Metastases ◽  
Chest Ct ◽  
Whole Body ◽  
18F Fdg

18F-FDG PET As A Predictor Of Survival In Radiotherapy For Head and Neck Cancer Patients

2011 ◽  
Vol 81 (2) ◽  
pp. S531-S532
Author(s):  
G. Louvel ◽  
P. Olivier ◽  
N. Gillet ◽  
C. Rodrigues ◽  
R. De Crevoisier
Keyword(s):  
Head And Neck Cancer ◽  
Head And Neck ◽  
Cancer Patients ◽  
Neck Cancer ◽  
Fdg Pet ◽  
18F Fdg

Virtual 3-D 18F-FDG PET/CT panendoscopy for assessment of the upper airways of head and neck cancer patients: a feasibility study

2012 ◽  
Vol 39 (9) ◽  
pp. 1435-1440 ◽  
Author(s):  
Christian Buchbender ◽  
Jon Treffert ◽  
Götz Lehnerdt ◽  
Stefan Mattheis ◽  
Bernhard Geiger ◽  
...  
Keyword(s):  
Head And Neck Cancer ◽  
Head And Neck ◽  
Cancer Patients ◽  
Feasibility Study ◽  
Neck Cancer ◽  
Fdg Pet ◽  
Upper Airways ◽  
Pet Ct ◽  
18F Fdg ◽  
Fdg Pet Ct

Chemoradiotherapy-related carotid artery inflammation in head and neck cancer patients quantified by [18F]FDG PET/CT

Oral Oncology ◽  
2019 ◽  
Vol 93 ◽  
pp. 101-106
Author(s):  
Xuguang Chen ◽  
Yiran Zheng ◽  
Curtis Tatsuoka ◽  
Raymond F. Muzic ◽  
Christian C. Okoye ◽  
...  
Keyword(s):  
Head And Neck Cancer ◽  
Carotid Artery ◽  
Head And Neck ◽  
Cancer Patients ◽  
Neck Cancer ◽  
Fdg Pet ◽  
Pet Ct ◽  
18F Fdg ◽  
Fdg Pet Ct
Sign in / Sign up

Export Citation Format

Share Document