Algorithms in Advanced Artificial Intelligence
ICAAAI-2023
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Product details:
- Edition number 1
- Publisher CRC Press
- Date of Publication 8 July 2024
- ISBN 9781032867984
- Binding Paperback
- No. of pages546 pages
- Size 280x210 mm
- Weight 1260 g
- Language English 627
Categories
Short description:
The most common form of severe dementia, Alzheimer?s disease (AD), is a cumulative neurological disorder.
MoreLong description:
The most common form of severe dementia, Alzheimer?s disease (AD), is a cumulative neurological disorder because of the degradation and death of nerve cells in the brain tissue, intelligence steadily declines and most of its activities are compromised in AD. Before diving into the level of AD diagnosis, it is essential to highlight the fundamental differences between conventional machine learning (ML) and deep learning (DL). This work covers a number of photo-preprocessing approaches that aid in learning because image processing is essential for the diagnosis of AD. The most crucial kind of neural network for computer vision used in medical image processing is called a Convolutional Neural Network (CNN). The proposed study will consider facial characteristics, including expressions and eye movements using the diffusion model, as part of CNN?s meticulous approach to Alzheimer?s diagnosis. Convolutional neural networks were used in an effort to sense Alzheimer?s disease in its early stages using a big collection of pictures of facial expressions.
MoreTable of Contents:
S. V. Swamy Kadali1 Research Scholar, School of Computing, SRM Institute of Science and Technology, Kattankulathur, India
R. N. V. Jagan Mohan2 Associate Professor, Department of CSE, Sagi Rama Krishnam Raju Engineering College(A),
Lakshmi M.3 Professor & HOD, School of Computing, Department of DSBS, SRM Institute of Science and Technology, Kattankulathur, India
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