sonal-bansal / Detection-and-Classification-of-Alzheimers-Disease
The purpose of this paper is to detect Alzheimer’s Disease using Deep Learning and Machine Learning algorithms on the early basis which is being further optimized using CSA(Crow Search Algorithm). Alzheimer’s is one of kind and fatal. The early detection of Alzheimer’s Disease because of it’s progressive risk and patients all around the world. Early detection of AD is promising as it can help lot of patients to predetermine the condition they may face in future. AD being progressive, can be prevented if detected early. On worse stage, the curing of this disease is very difficult and expensive. So, by analyzing the consequences of AD, we can make use of Artificial intelligence technology by using MRI scanned images to classify the patients if they may or may not have AD in future. Using of Bio-inspired algorithm can maximize the result and accuracy for this purpose. After comparing the results of the various AI technologies, CSA came to be the best approach, using it with ML algorithms.
RepositoryStats indexes 565,600 repositories, of these sonal-bansal/Detection-and-Classification-of-Alzheimers-Disease is ranked #353,861 (37th percentile) for total stargazers, and #326,808 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #8,754/16,305.
sonal-bansal/Detection-and-Classification-of-Alzheimers-Disease has 1 open pull request on Github, 0 pull requests have been merged over the lifetime of the repository.
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updated: 2024-09-17 @ 05:30pm, id: 167919431 / R_kgDOCgI_Rw