Research Article

Detection of Peripheral Malarial Parasites in Blood Smears Using Deep Learning Models

Table 1

Existing study of methodologies.

ModelMethodology

Rajaraman et al. [2]CNN with 2-level segmentation
Narayanan et al. [29]Encoder-decoder architecture
Tran et al. [9]Segmentation using deep learning
Li et al. [30]Deep CNNs for HEp-2 cell classification
Das et al. [31]Bayesian learning and support vector machine