Search Results - "Ahmed, Aya Saleh"

Medical image denoising system based on stacked convolutional autoencoder for enhancing 2-dimensional gel electrophoresis noise reduction by Saleh Ahmed, Aya, El-Behaidy, Wessam H., Youssif, Aliaa A.A.

“…•Stacked Convolutional Autoencoder (CAES) is proposed for denoising 2-DGE images.•CAES was never applied on real gel images before.•This system is trained…”
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Automatic Enhancement of Two-Dimensional Gel electrophoresis images using Denoising Autoencoder by Ahmed, Aya Saleh, El-Behaidy, Wessam H., Youssif, Aliaa A. A.

“…Image denoising is an important preprocessing step in two-dimensional gel electrophoresis (2-DGE) that strongly affect spot detection or pixel-based methods…”
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