This repository contains a comprehensive deep learning solution for Alzheimer's Disease Classification using state-of-the-art DenseNet architectures optimized with Optuna hyperparameter tuning. The project implements multiple DenseNet variants for classification of Alzheimer's disease stages from brain MRI images.
computer-vision deep-learning tensorflow keras neuroimaging transfer-learning hyperparameter-tuning medical-image-analysis densenet121 densenet169 medical-ai streamlit-webapp densenet201 brain-mri-classification alzheimer-disease-classification alzheimer-detection optuna-optimization adni-dataset
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Updated
Jun 3, 2025 - Jupyter Notebook