| Plasmodium | P. |
| RBC | Red Blood Cell |
| PBS | Peripheral Blood Smears |
| CAD | Computer-Aided Diagnostic |
| CNN | Convolutional Neural Network |
| TL | Transfer Learning |
| MP-IDB | Malaria Parasite Image Database for Image Processing and Analysis |
| NIH | National Institutes of Health |