{"title":"推导和解释深度学习模型时可能出现的不一致或人为因素,以及在生命科学领域科学合理应用的关键标准","authors":"Jürgen Bajorath","doi":"10.1016/j.ailsci.2023.100093","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":72304,"journal":{"name":"Artificial intelligence in the life sciences","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2667318523000375/pdfft?md5=889ff9050b182b6d486b269b3cf0eed4&pid=1-s2.0-S2667318523000375-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Potential inconsistencies or artifacts in deriving and interpreting deep learning models and key criteria for scientifically sound applications in the life sciences\",\"authors\":\"Jürgen Bajorath\",\"doi\":\"10.1016/j.ailsci.2023.100093\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":72304,\"journal\":{\"name\":\"Artificial intelligence in the life sciences\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-12-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2667318523000375/pdfft?md5=889ff9050b182b6d486b269b3cf0eed4&pid=1-s2.0-S2667318523000375-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Artificial intelligence in the life sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2667318523000375\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Artificial intelligence in the life sciences","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2667318523000375","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Potential inconsistencies or artifacts in deriving and interpreting deep learning models and key criteria for scientifically sound applications in the life sciences
Artificial intelligence in the life sciencesPharmacology, Biochemistry, Genetics and Molecular Biology (General), Computer Science Applications, Health Informatics, Drug Discovery, Veterinary Science and Veterinary Medicine (General)