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. 2025 Aug 18;15(16):2065. doi: 10.3390/diagnostics15162065
AAO-HNS American Academy of Otolaryngology—Head and Neck Surgery
aCPP /a/ phonation cepstral peak prominence
aHNR /a/ phonation harmonic-to-noise ratio
APQ3 Amplitude Perturbation Quotient (3 cycles)
APQ5 Amplitude Perturbation Quotient (5 cycles)
ATA American Thyroid Association
AUC Area Under the Curve
AVQI Acoustic Voice Quality Index
BTA British Thyroid Association
BTT Bilateral Total Thyroidectomy
CI Confidence interval
CPP Cepstral peak prominence
CPU Central processing unit
EBSLN External branch of the superior laryngeal nerve
EHR Electronic Health Record
f0 Fundamental frequency
F1, F2 Formant 1, formant 2
F1BW, F2BW Bandwidth of formant 1, 2
FN False negative
FP False positive
GPU Graphical processing unit
HNR Harmonic-to-noise ratio
INMSG International Neural Monitoring Study Group
iCPP /i/ phonation cepstral peak prominence
KVKK Kişisel Verilerin Korunması Kanunu (Turkish Personal Data Protection Law)
LASSO Least Absolute Shrinkage and Selection Operator
L-EMG Laryngeal electromyography
ML Machine learning
PPQ5 Pitch Perturbation Quotient (5 cycles)
PSD Power spectral density
PTVD Post-thyroidectomy vocal dysfunction
RAP Relative Average Perturbation
RBF Radial Basis Function
RLN Recurrent laryngeal nerve
ROC Receiver operating characteristic
SD Standard deviation
SHAP SHapley Additive exPlanations
SMO Sequential Minimal Optimization
SSD Solid-State Drive
SVM Support Vector Machine
TN True negative
TP True positive
TRIPOD-AI Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis—Artificial Intelligence extension
UTT Unilateral Total Thyroidectomy
VHI-10 Voice Handicap Index-10
VLS Videolaryngostroboscopy