Publications by authors named "Abdelmounim Boudi"
Curr Med Imaging
August 2024
Article Synopsis
- - The study addresses the growing public health issue of Alzheimer's disease (AD) due to an aging population by improving the classification of its stages using the ResNet50V2 deep learning model, which excels in image classification tasks.
- - A dataset of 6,400 rigorously verified MRI images from diverse sources was used, with the focus on fine-tuning the pre-trained model for multi-class classification of AD by extracting specific features and optimizing input layer sizes for performance.
- - The model's effectiveness was measured through several metrics, such as accuracy and F1-score, revealing its capacity to differentiate between various stages of AD, supported by visualization tools like confusion matrices to enhance understanding of the results.
