{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T00:06:26Z","timestamp":1768003586451,"version":"3.49.0"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DBI-1759487"],"award-info":[{"award-number":["DBI-1759487"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1901386"],"award-info":[{"award-number":["IIS-1901386"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1813675"],"award-info":[{"award-number":["IIS-1813675"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Bill &amp; Melinda Gates Foundation","award":["INV-004841"],"award-info":[{"award-number":["INV-004841"]}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["R01 NIA AG 061132"],"award-info":[{"award-number":["R01 NIA AG 061132"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["R01 LM 012810"],"award-info":[{"award-number":["R01 LM 012810"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2021,7]]},"DOI":"10.1109\/jbhi.2021.3059563","type":"journal-article","created":{"date-parts":[[2021,2,19]],"date-time":"2021-02-19T02:51:36Z","timestamp":1613703096000},"page":"2409-2420","source":"Crossref","is-referenced-by-count":19,"title":["Efficient and Explainable Risk Assessments for Imminent Dementia in an Aging Cohort Study"],"prefix":"10.1109","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7031-2665","authenticated-orcid":false,"given":"Nicasia","family":"Beebe-Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0138-2210","authenticated-orcid":false,"given":"Alex","family":"Okeson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tim","family":"Althoff","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5833-5215","authenticated-orcid":false,"given":"Su-In","family":"Lee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-018-0304-0"},{"key":"ref31","article-title":"TensorFlow: Large-scale machine learning on heterogeneous systems","author":"abadi","year":"2015"},{"key":"ref30","article-title":"Keras","author":"chollet","year":"2015"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1016\/j.jalz.2019.01.010","article-title":"2019 Alzheimer's disease facts and figures","volume":"15","author":"gaugler","year":"2019","journal-title":"Alzheimers Dement"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.2174\/156720512801322573"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3233\/JAD-150749"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1001\/jamaneurol.2014.1491"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/nrneurol.2012.263"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/nrneurol.2010.54"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1186\/s12877-016-0384-1"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1111\/j.1532-5415.1992.tb01992.x"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1111\/j.1532-5415.2005.53221.x"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1001\/archneur.58.3.411"},{"key":"ref28","first-page":"2825","article-title":"Scikit-learn: Machine learning in python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40763-5_72"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1159\/000189267"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/0022-3956(75)90026-6"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2019.01.005"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.06.077"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0206803"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.0b013e3181a81636"},{"key":"ref2","article-title":"World Alzheimer report 2011: The benefits of early diagnosis and intervention","author":"prince","year":"2011","journal-title":"Alzheimer's Disease International"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1001\/archneurol.2009.158"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/alz.12068"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1017\/S0317167100051921"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.trci.2019.08.001"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.2174\/156720512801322663"},{"key":"ref24","first-page":"4765","article-title":"A unified approach to interpreting model predictions","author":"lundberg","year":"2017","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0138-9"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s11065-017-9361-5"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1097\/EDE.0b013e3181c30fb2"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6221020\/9497060\/9356114-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/9497060\/09356114.pdf?arnumber=9356114","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:52:59Z","timestamp":1652194379000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9356114\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7]]},"references-count":32,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2021.3059563","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,7]]}}}