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.
| References | Study | Enhancement method | Modality | DNNs |
| [42] | Diabetic retinopathy | Green channel+CLAHE | Fundus images | U-Net | [43] | Retinal blood vessel segmentation | CLAHE | Fundus images | Encoder-decoder CNN | [44] | Tuberculosis detection | CLAHE, HEF, and UM | X-ray | EfficientNet-B4, ResNet-18, and ResNet-50 | [45] | COVID-19 | Pipeline for advanced contrast enhancement | Computed tomography (CT) | ā | [46] | Medical images | UM | X-ray and CT | ā | [47] | Pneumonia infection | CLAHE | X-ray | MobileNetV2 and EfficientNet: B0 | [48] | COVID-19 | AMF, NLMF, and CLAHE | X-ray | KL-MOB |
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