| 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 |