| AD | Applicability domain |
| AdaB | Adaptive Boosting |
| AhR | Aryl hydrocarbon receptor |
| AOP | Adverse outcome pathway |
| ASNNs | Associative neural networks |
| BFR | Brominated flame retardant |
| BMC | Biopartitioning micellar chromatography |
| CAR | Constitutive androstane receptor |
| CART | Classification and regression trees |
| CP | Conformal prediction |
| DBP | Phenolic disinfection byproduct |
| DIO | Iodothyronine deiodinase |
| DIO1 | Type 1 deiodinase |
| DIO2 | Type 2 deiodinase |
| DIO3 | Type 3 deiodinase |
| DTC | Decision Tree Classifier |
| DUOX | Dual oxidase |
| EDC | Endocrine-disrupting chemical |
| EU | European Union |
| EURL ECVAM | European Union Reference Laboratory for Alternatives to Animal Testing |
| FAIR | Findable, Accessible, Interoperable, Reusable |
| FP | Fingerprint |
| HPA | Hypothalamic–pituitary–adrenal |
| HPG | Hypothalamic–pituitary–gonadal |
| HPT | Hypothalamic–pituitary–thyroid |
| HTS | High-throughput screening |
| IYD | Iodotyrosine deiodinase |
| kNN | k-nearest neighbours |
| LDA | Linear discriminant analysis |
| LMO | Leave more out |
| LOO | Leave one out |
| LR | Logistic regression |
| MCT | Monocarboxylate transporter |
| MCT10 | Monocarboxylate transporter 10 |
| MCT8 | Monocarboxylate transporter 8 |
| MDR1 | Multidrug resistance protein 1 |
| MIE | Molecular initiating event |
| MLR | Multiple linear regression |
| MRM | Multiple regression model |
| MRP2 | Multidrug resistance-associated protein 2 |
| MW | Molecular weight |
| NAMs | New approach methodologies |
| NIS | Sodium iodide symporter |
| NN | Neural network |
| OATP | Organic anion transporter polypeptide |
| OATP1A4 | Organic anion transporter polypeptide 1A4 |
| OATP1C1 | Organic anion transporter polypeptide 1C1 |
| OECD | Organisation for Economic Co-operation and Development |
| PBB | Polybrominated biphenyl |
| PBDE | Polybrominated diphenyl ether |
| PCA | Principal component analysis |
| PCB | Polychlorinated biphenyl |
| PCN | Polychlorinated naphthalene |
| PFAS | Per- and polyfluoroalkyl substances |
| PFC | Poly- and perfluorinated compound |
| PLR | Partial logistic regression |
| PLS | Partial least squares |
| PLS-DA | Partial least squares discriminant analysis |
| PPAR | Peroxisome proliferator-activated receptor |
| PS | Prediction entropy |
| PXR | Pregnane X receptor |
| QSAR | Quantitative structure–activity relationship |
| RF | Random forest |
| SHAP | Shapley additive explanation |
| SMOTEENN | Synthetic minority over-sampling technique-edited nearest neighbours |
| SVM | Support vector machine |
| T3 | Triiodothyronine |
| T4 | Thyroxine |
| TBG | Thyroid-binding globulin |
| TH | Thyroid hormone |
| THSDC | Thyroid hormone system-disrupting chemical |
| TPO | Thyroperoxidase |
| TR | Thyroid hormone receptor |
| TRHR | Thyrotropin-releasing hormone receptor |
| TSHR | Thyroid-stimulating hormone receptor |
| TTR | Transthyretin |
| XGB | Extreme gradient boosting |