A fine-tuned convolutional neural network model for accurate Alzheimer’s disease classification

A fine-tuned convolutional neural network model for accurate Alzheimer’s disease classification

Abstract Alzheimer’s disease (AD) is one of the primary causes of dementia in the older population, affecting memories, cognitive levels, and the ability to accomplish simple activities gradually. Timely intervention and efficient control of the disease prove to be possible through early diagnosis....

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Bibliographic Details
Main Authors: Muhammad Zahid Hussain, Tariq Shahzad, Shahid Mehmood, Kainat Akram, Muhammad Adnan Khan, Muhammad Usman Tariq, Arfan Ahmed
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Classification
Convolutional neural networks (CNN)
Solvers/optimizers
Alzheimer’s disease detection
Transfer learning
Online Access:https://doi.org/10.1038/s41598-025-86635-2
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https://doi.org/10.1038/s41598-025-86635-2

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