Research Article

[Retracted] Enhance-Net: An Approach to Boost the Performance of Deep Learning Model Based on Real-Time Medical Images

Table 1

Comparative analysis of recent work.

ReferencesStudyEnhancement methodModalityDNNs

[42]Diabetic retinopathyGreen channel+CLAHEFundus imagesU-Net
[43]Retinal blood vessel segmentationCLAHEFundus imagesEncoder-decoder CNN
[44]Tuberculosis detectionCLAHE, HEF, and UMX-rayEfficientNet-B4, ResNet-18, and ResNet-50
[45]COVID-19Pipeline for advanced contrast enhancementComputed tomography (CT)ā€”
[46]Medical imagesUMX-ray and CTā€”
[47]Pneumonia infectionCLAHEX-rayMobileNetV2 and EfficientNet: B0
[48]COVID-19AMF, NLMF, and CLAHEX-rayKL-MOB