| AB | AdaBoost |
| AI | Artificial Intelligence |
| ANN | Artificial Neural Networks |
| BINS | Bayley Infant Neurodevelopmental Screener |
| CIMA | Computer-based Infant Movement Assessment |
| CNN | Convolutional Neural Network |
| Ch | Chaotic General Movements |
| CP | Cerebral palsy |
| CS | Cramped Synchronized General Movements |
| CV | Cross Validation |
| DL | Deep Learning |
| DPD | Discriminative Pattern Discovery |
| DT | Decision Tree |
| DWT | Discrete Wavelet Transform |
| EKF | Extended Kalman Filter |
| EMTS | Electromagnetic Tracking System |
| FM | Fidgety Movement |
| GMA | General Movement Assessment |
| GM | General Movement |
| GPU | Graphics Processing Units |
| HAR | Human Activity Recognition |
| IMU | Inertial Measurement Unit |
| KCF | Kernel Correlation Filter |
| KNN | K-Nearest Neighbor |
| LDA | Linear Discriminant Analysis |
| LDOF | Large Displacement Optical Flow |
| LEDs | Light Emitting Diodes |
| LLGMN | Log-Linearized Gaussian Mixture Network |
| LOO-CV | Leave-One-Out Cross-Validation |
| LR | Logistic Regression |
| LSR | Least Square Regression |
| MEMD | Multivariate Empirical Mode Decomposition |
| MI | Motor Impairment |
| NB | Naive Bayes |
| NNs | Neural Networks |
| NPV | Negative Predictive Value |
| PCA | Principal Component Analysis |
| PLSR | Partial Least Square Regression |
| PR | Poor Repertoire General Movements |
| QDA | Quadratic Discriminant Analysis |
| RF | Random Forests |
| RMDS | Root Mean Square Deviation |
| SMIL | Skinned Multi-Infant Linear Model |
| SVM | Support Vector Machine |