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The proposed method for drug, normal, and diseased image segmentation (DNDIS); as an input, drug-treated and diseased cell images; in the second stage, detect that part of highly treated drug and highly diseased cells (ROI) by using ResNet-50 and reconstruct. In the third step, segmentation is identified (binary mask) using ResNet-50; find the ground truth segmented part of drug and diseased part.
