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Open access Aug 2026

CNN-Based Classification and Segmentation of Pancreatic Tumor Detection

The tumors of the pancreas are linked with high mortality rates due to late discovery of the diseases, showing the need for timely and accurate diagnosis. The fire deep learning architecture, proposed in this research, has been shown to be a hybrid system for categorizing pancreatic tumors from computed tomography (CT)...

Hafsa Mazhar, Kalsoom Safdar, M. Younus et al. · 0 citations
Open access Aug 2026

Perceptual Quality Assessment of Digital Images in the Absence of Reference Information

This study has trained a deep Convolutional Neural Network (CNN) using labelled images and focuses on images that are naturally distorted during acquisition, processing, or transmission rather than on synthetically distorted images with discrete distortion levels.

Nisar Ahmed, M. Younus, Kalsoom Safdar · 0 citations

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