S. Alkassar
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View article: Automated Diagnosis of Childhood Pneumonia in Chest Radiographs Using Modified Densely Residual Bottleneck-Layer Features
Automated Diagnosis of Childhood Pneumonia in Chest Radiographs Using Modified Densely Residual Bottleneck-Layer Features Open
Pneumonia is a severe infection that affects the lungs due to viral or bacterial infections such as the novel COVID-19 virus resulting in mild to critical health conditions. One way to diagnose pneumonia is to screen prospective patient’s …
View article: LBTS‐Net: A fast and accurate CNN model for brain tumour segmentation
LBTS‐Net: A fast and accurate CNN model for brain tumour segmentation Open
An accurate tumour segmentation in brain images is a complicated task due to the complext structure and irregular shape of the tumour. In this letter, our contribution is twofold: (1) a lightweight brain tumour segmentation network (LBTS‐N…
View article: Going deeper: magnification‐invariant approach for breast cancer classification using histopathological images
Going deeper: magnification‐invariant approach for breast cancer classification using histopathological images Open
Breast cancer has the highest fatality for women compared with other types of cancer. Generally, early diagnosis of cancer is crucial to increase the chances of successful treatment. Early diagnosis is possible through physical examination…
View article: Efficient Machine Learning-Enhanced Channel Estimation for OFDM Systems
Efficient Machine Learning-Enhanced Channel Estimation for OFDM Systems Open
Recently much research work has focused on employing deep learning (DL) algorithms to perform channel estimation in the upcoming 6G communication systems. However, these DL algorithms are usually computationally demanding and require a lar…