Review on Early Detection of Alzheimer's Disease using Neuroimaging Techniques

Vishnu N, R Vaidya, Chaitra N, Srinidhi S P, Shreyas B
<span title="2021-01-05">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Alzheimer's disease (AD) is the most common form of dementia. AD begins slowly, where it first involves a part of the brain that controls thought, memory, and language. Names and incidents are things that initial stage AD patients have a hard time remembering. Early detection of AD is very crucial for further aid and treatment. This paper presents a review and analysis of the different methods employed to detect AD or mild cognitive impairment (MCI). Machine learning, neuroimaging, and deep
more &raquo; ... ning neural networks are few of the techniques which are compared and analysed based on their performance and accuracy. Each model is critically analysed and provided with limitations, advantages, and best application.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4420080">doi:10.5281/zenodo.4420080</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/56eec7xvc5hxbgihmqmvz7gsxu">fatcat:56eec7xvc5hxbgihmqmvz7gsxu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220424073016/https://zenodo.org/record/4420081/files/V4I9-PICES0040.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b3/c1/b3c1114ac1005d6a61e7aad3263fe6eab08723cf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4420080"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> zenodo.org </button> </a>