Magnetic resonance imaging based radiomics prediction of Human Papillomavirus infection status and overall survival in oropharyngeal squamous cell carcinoma
Under a Creative Commons license
open access
Keywords
Squamous cell carcinoma of head and neck
Oropharyngeal neoplasms
Magnetic resonance imaging
Human Papillomavirus
Biomarkers
Survival analysis
Factor analysis
Radiomics
Abbreviations
AABB
Axis aligned bounding box
AEE
Approximate Enclosing Ellipsoid
AUC
Area under the receiver-operator characteristics curve
C-index
Concordance index
DWI
Diffusion weighted imaging
FMradio
Factor modeling for radiomic data
GLDZM
Grey level distance zone matrix
HPV
Human papillomavirus
LR
Logistic regression
IBSI
Image biomarker standardization initiative
IHC
Immunohistochemistry
MRI
Magnetic resonance imaging
NOS
Not otherwise specified
OPSCC
Oropharyngeal squamous cell carcinoma
PCR
Polymerase chain reaction
RaCat
Radiomics Calculator
RF
Random Forest
RFE
Recursive feature elimination
ROI
Region of interest
SD
Standard deviation
SE
Standard error
SHAP
Shapley additive explanations
STIR
Short tau inversion recovery
T1W
T1-weighted
TORS
Transoral robotic surgery
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© 2023 The Authors. Published by Elsevier Ltd.