{"title":"人工智能在阿尔茨海默病诊断中的未来","authors":"Robert Logan, Sabrina S. Zerbey, Sean J. Miller","doi":"10.4236/aad.2021.104005","DOIUrl":null,"url":null,"abstract":"Alzheimer’s disease (AD) is a leading cause of death, yet there is no dis-ease-modifying drug therapy currently available. It is critical to establish a diagnosis of AD before clinical system onset so that drug therapies can start earlier. Unfortunately, this is not the current standard practice. Artificial intelligence (AI) holds tremendous promise for identifying AD related structural changes in brain scan images. This paper discusses the recent applications and potential future directions for AI in AD diagnostics. Annual brain scanning and computer vision-assisted early diagnosis is encouraged, so that disease-modifying drug therapy could begin earlier in the progressive pa-thology.","PeriodicalId":57126,"journal":{"name":"阿尔茨海默氏病研究进展(英文)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"The Future of Artificial Intelligence for Alzheimer’s Disease Diagnostics\",\"authors\":\"Robert Logan, Sabrina S. Zerbey, Sean J. Miller\",\"doi\":\"10.4236/aad.2021.104005\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Alzheimer’s disease (AD) is a leading cause of death, yet there is no dis-ease-modifying drug therapy currently available. It is critical to establish a diagnosis of AD before clinical system onset so that drug therapies can start earlier. Unfortunately, this is not the current standard practice. Artificial intelligence (AI) holds tremendous promise for identifying AD related structural changes in brain scan images. This paper discusses the recent applications and potential future directions for AI in AD diagnostics. Annual brain scanning and computer vision-assisted early diagnosis is encouraged, so that disease-modifying drug therapy could begin earlier in the progressive pa-thology.\",\"PeriodicalId\":57126,\"journal\":{\"name\":\"阿尔茨海默氏病研究进展(英文)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"阿尔茨海默氏病研究进展(英文)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4236/aad.2021.104005\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"阿尔茨海默氏病研究进展(英文)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4236/aad.2021.104005","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Future of Artificial Intelligence for Alzheimer’s Disease Diagnostics
Alzheimer’s disease (AD) is a leading cause of death, yet there is no dis-ease-modifying drug therapy currently available. It is critical to establish a diagnosis of AD before clinical system onset so that drug therapies can start earlier. Unfortunately, this is not the current standard practice. Artificial intelligence (AI) holds tremendous promise for identifying AD related structural changes in brain scan images. This paper discusses the recent applications and potential future directions for AI in AD diagnostics. Annual brain scanning and computer vision-assisted early diagnosis is encouraged, so that disease-modifying drug therapy could begin earlier in the progressive pa-thology.
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