| C-HMM | Continuous Hidden Markov Models |
| CDBN | Convolutional Deep Belief Networks |
| DCNN | Deep Convolutional Neural Networks |
| DL | Deep Learning |
| DMF | Dichotomous Mapped Forest |
| DMF-DL | DMF with Deep Learning mapping |
| DMF-Metric | DMF with Metric learning mapping |
| DAUT | Discriminatory Autoencoder |
| GPU | Graphical Processing Unit |
| HV | Healthy Volunteers |
| KL | Kullback-Leibler |
| L5 | L5 lumbar vertebra |
| MCM | Maximally collapsing metric |
| MEMS | Microelectromechanical systems |
| Metric | Metric Learning |
| RBF | Radial Basis Function |
| RF | Random Forest |
| ROC | Receiver Operating Characteristic |
| RBM | Restricted Boltzmann Machine |
| RA | Rheumatoid Arthristis |
| RMS | Root Mean Squared |
| SFFS | Sequential Fowards Floating Selection |
| SVM | Support Vector Machine |