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Barnes and Noble

From MCI to Alzheimer's: Classificatory and Predictive Analysis with 3D-CNN

Current price: $66.00
From MCI to Alzheimer's: Classificatory and Predictive Analysis with 3D-CNN
From MCI to Alzheimer's: Classificatory and Predictive Analysis with 3D-CNN

Barnes and Noble

From MCI to Alzheimer's: Classificatory and Predictive Analysis with 3D-CNN

Current price: $66.00
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Alzheimer's disease is a neurological disorder that causes loss of autonomy and memory in people who suffer from it. Due to the increase of cases of this disease and the lack of accuracy of diagnostic tools, new tools capable of reducing this problem are being developed.The main objective is to implement a three-dimensional convolutional neural network model with AlexNet3D type base structure to obtain the prediction of a possible diagnosis of Alzheimer's disease (AD) from the analysis of magnetic resonance images, using as an early stage the mild cognitive impairment syndrome (MCI).This project will provide an explanation of each proposed phase, which were divided into database selection, feature selection, data processing, model development for training and validation, and finally, results obtained from the prediction tests.

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Barnes & Noble does business -- big business -- by the book. As the #1 bookseller in the US, it operates about 720 Barnes & Noble superstores (selling books, music, movies, and gifts) throughout all 50 US states and Washington, DC. The stores are typically 10,000 to 60,000 sq. ft. and stock between 60,000 and 200,000 book titles. Many of its locations contain Starbucks cafes, as well as music departments that carry more than 30,000 titles.

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