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Author

Serwan A. Mohammed

2 papers indexed here

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Open access Sep 2026

Enhanced Feature Pyramid Network Using a Binary-Encoded Genetic Algorithm for Brain Tumor Segmentation

Manually segmentation of brain tumors in magnetic resonance imaging (MRI) is time-consuming and requires years of professional experience and clinical knowledge. Automatic brain tumor segmentation is essential for diagnosis, tumor treatment planning, and patient monitoring using MRI data. For this task, the hyperparame...

Bahman Kadhim Ibrahim, Serwan A. Mohammed, Sagvan Saleh · 0 citations
Open access Sep 2026

Hybrid Deep Learning Structure for Classifying ECG Signals Using CNN, MVO-Based Feature Selection, and SVM

A proposed hybrid framework that combines a convolutional neural network (CNN) with a support vector machine (SVM) with a support vector machine (SVM) for ECG signal classification outperformed existing techniques and significantly improved accuracy.

S. Ahmed, Serwan A. Mohammed, Ahmed Kh. Mohammed · 0 citations

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