{"product_id":"alzheimers-disease-classification-9786209526411","title":"Alzheimer's Disease Classification","description":"\u003cp\u003e • Author(s): Nawzt Sadiq Jaafar Al-Bayati | Raid Rafi Omar Al-Nima\u003cbr\u003e • Publisher: Noor Publishing\u003cbr\u003e • Publisher Imprint: Noor Publishing\u003cbr\u003e • BISAC: Geometry - General\u003c\/p\u003e\u003cp\u003eOne 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.\u003c\/p\u003e","brand":"Noor Publishing","offers":[{"title":"Paperback","offer_id":47570416599191,"sku":"9786209526411","price":3480.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9786209526411.webp?v=1774881893","url":"https:\/\/atlanticbooks.com\/products\/alzheimers-disease-classification-9786209526411","provider":"Atlantic Books","version":"1.0","type":"link"}