Alzheimer's Disease Classification

Name: Alzheimer's Disease Classification
Price: 73.38 AUD
Availability: OutOfStock
ISBN: 9786209526411

Nawzt Sadiq Jaafar Al-Bayati, Raid Rafi Omar Al-Nima

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English

Noor Publishing
04 February 2026

Geometry

Summary
Details

One of big medical issues which is progressive and prevalent is known as Alzheimer's Disease (AD). It is related to biochemical and structural alterations in a brain, where it leads to the gathering certain proteins. Such alterations cause eventual destruction and progressive shrinkage for brain cells, highlighting AD as a significant neurodegenerative medical issue. This book suggests hybrid Artificial Intelligence (AI) approaches. Each one of them can optimize a Convolutional Neural Network (CNN) architecture with its hyperparameters. The used approaches are called: Optimized CNN by Optuna (OCNNO) and Optimized CNN by Keras-Tuner (OCNNKT). AD system is also suggested and implemented. It utilizes software and hardware components, like Python and Raspberry Pi 5 (RP5). The system has the ability to diagnose (or classify) AD into its level of: Very Mild Dementia (VMD), Moderate Dementia (MoD), Mild Dementia (MD) and Non-Dementia (ND). It has other facilitates as providing quick assessment and useful communication with healthcare professionals.

By: Nawzt Sadiq Jaafar Al-Bayati, Raid Rafi Omar Al-Nima
Imprint: Noor Publishing
Dimensions: Height: 229mm, Width: 152mm, Spine: 8mm
Weight: 195g
ISBN: 9786209526411
ISBN 10: 6209526411
Pages: 140
Publication Date: 04 February 2026
Audience: General/trade , ELT Advanced
Format: Paperback
Publisher's Status: Active