Research Article

Biomedical Microscopic Imaging in Computational Intelligence Using Deep Learning Ensemble Convolution Learning-Based Feature Extraction and Classification

Table 4

Comparative analysis of various microscopic image datasets between proposed and existing techniques.

DatasetsTechniquesAccuracyPrecisionComputational timeSNRMSE

PMID2019CNN9285886872
DNN9389857869
EN_InResNet_VGG-16- ConVol_NN _AlexNet9790818265

CEM500KCNN8887907170
DNN9191838266
EN_InResNet_VGG-16- ConVol_NN _AlexNet9293798563

BSST265CNN9088897370
DNN9389818567
EN_InResNet_VGG-16- ConVol_NN _AlexNet9890798962