چکیده مقاله
Patients with Alzheimer's disease experience serious cognitive impairment as a result of the disease's progressive nature In order to prevent the progression and serious impairment of cognitive functions related to Alzheimer's disease, early diagnosis is crucial In light of the subtle changes that occur in biomarkers, diagnosing Alzheimer's disease in its early stages is challenging Brain imaging, such as MRI scans can reveal these biomarkers mostly The use of novel approaches enhances disease diagnosis accuracy and efficiency in its earliest stages As a result, Alzheimer's patients will be less likely to develop serious health problems or even die from the disease In this study, we examine recent papers and methods for diagnosing Alzheimer's disease were published in 2021 and 2022 Finally, we provide recommendations for further research regarding innovation in Alzheimer's disease diagnosis
کلیدواژهها
نویسندگان
Mehran Delparish
Faculty of Computer Engineering,Najafabad Branch, Islamic Azad University, Najafabad,Iran
Nasim Nourafza
Faculty of Computer Engineering,Najafabad Branch, Islamic Azad University, Najafabad,Iran
شیوه ارجاع
Delparish, Mehran and Nourafza, Nasim,1401,Investigating novel ML and DL methods for Alzheimer's disease diagnosis,Second International Conference on Computer Engineering and Science,Najafabad
ارائهشده در
مجموعه مقالات دومین کنفرانس بین المللی مهندسی و علوم کامپیوتر29 آذر 1401 · نجف آباد