Publications by authors named "Elaheh Hassan"
Article Synopsis
- * This study introduces a new method for classifying brain tumors using a Convolutional Neural Network (CNN) based on EfficientNetV2b0, which enhances model performance through transfer learning from pre-trained models.
- * The proposed approach achieves a classification accuracy of 99.16% and demonstrates improved efficiency and training speed compared to traditional methods, showing promise for clinical use in automated brain tumor classification using MRI scans.
The reconstruction of MR images has always been a challenging inverse problem in medical imaging. Acceleration of MR scanning is of great importance for clinical research and cutting-edge applications. One of the primary efforts to achieve this is using compressed sensing (CS) theory.
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