Publications by authors named "Meshari H Alanazi"
Remote sensing (RS) scene classification has received significant consideration because of its extensive use by the RS community. Scene classification in satellite images has widespread uses in remote surveillance, environmental observation, remote scene analysis, urban planning, and earth observations. Because of the immense benefits of the land scene classification task, various approaches have been presented recently for automatically classifying land scenes from remote sensing images (RSIs).
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- Brain tumors are a major global health threat, with low survival rates; only 12% of adults diagnosed live beyond five years.
- This research presents a hyperparametric convolutional neural network (CNN) model designed to improve brain tumor detection by fine-tuning various hyperparameters for better accuracy and reduced complexity.
- Tested on three MRI datasets, the CNN achieved impressive average scores of 97% across key performance metrics, enhancing diagnostic tools for medical professionals and ultimately aiming to improve patient outcomes.