research-outcome/Alzheimers-Ensemble-Transfer-Learning

A Novel Approach for Alzheimer's Classification Utilizing Ensemble Learning on Pre-trained Neural Networks Fine-tuned on Pre-processed and Augmented Alzheimer's Dataset

adni alzheimers-disease boosting-ensemble data-augmentation deep-learning densenet121 diagnosis efficientnet ensemble-learning fine-tune fine-tuning inceptionv3 mri pre-trained-model resnet-50 stacking-ensemble transfer-learning xception

This study applies a novel approach for Alzheimer's Disease diagnosis utilizing ensemble learning on pre-trained neural networks fine-tuned on Alzheimer's MRI dataset.

This study has been published here:

Topsakal, O., & Lenkala, S. (2024). Enhancing Alzheimer’s Disease Detection through Ensemble Learning of Fine-Tuned Pre-Trained Neural Networks. Electronics, 13(17), 3452. https://doi.org/10.3390/electronics13173452

Contributors

RE SW

Created April 30, 2024

Updated July 5, 2025