{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,31]],"date-time":"2026-10-31T17:40:07Z","timestamp":1793468407046,"version":"4.5.0"},"reference-count":21,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2018,11,18]],"date-time":"2018-11-18T00:00:00Z","timestamp":1542499200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/100007048","name":"Mayo Foundation for Medical Education and Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007048","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["AG034676"],"award-info":[{"award-number":["AG034676"]}],"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":["AG006786"],"award-info":[{"award-number":["AG006786"]}],"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":["AG016574"],"award-info":[{"award-number":["AG016574"]}],"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":["AG011378"],"award-info":[{"award-number":["AG011378"]}],"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":["AG04185"],"award-info":[{"award-number":["AG04185"]}],"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":["NS097495"],"award-info":[{"award-number":["NS097495"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000871","name":"Mayo Clinic","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000871","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["NeuroImage: Clinical"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1016\/j.nicl.2018.11.015","type":"journal-article","created":{"date-parts":[[2018,11,19]],"date-time":"2018-11-19T12:32:50Z","timestamp":1542630770000},"page":"101605","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":55,"special_numbering":"C","title":["Automated detection of imaging features of disproportionately enlarged subarachnoid space hydrocephalus using machine learning methods"],"prefix":"10.1016","volume":"21","author":[{"given":"Nathaniel B.","family":"Gunter","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christopher G.","family":"Schwarz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jonathan","family":"Graff-Radford","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7813-9078","authenticated-orcid":false,"given":"Jeffrey L.","family":"Gunter","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David T.","family":"Jones","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Neill R.","family":"Graff-Radford","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ronald C.","family":"Petersen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David S.","family":"Knopman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"suffix":"Jr.","given":"Clifford R.","family":"Jack","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.nicl.2018.11.015_bb0005","doi-asserted-by":"crossref","first-page":"839","DOI":"10.1016\/j.neuroimage.2005.02.018","article-title":"Unified segmentation","volume":"26","author":"Ashburner","year":"2005","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.11.015_bb0010","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1016\/j.media.2007.06.004","article-title":"Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain","volume":"12","author":"Avants","year":"2008","journal-title":"Med. Image Anal."},{"key":"10.1016\/j.nicl.2018.11.015_bb0015","doi-asserted-by":"crossref","first-page":"1244","DOI":"10.1016\/j.neuroimage.2010.06.025","article-title":"Head size, age and gender adjustment in MRI studies: a necessary nuisance?","volume":"53","author":"Barnes","year":"2010","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.11.015_bb0020","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1613\/jair.953","article-title":"SMOTE: Synthetic minority over-sampling technique","volume":"16","author":"Chawla","year":"2002","journal-title":"J. Artif. Intell. Res."},{"key":"10.1016\/j.nicl.2018.11.015_bb0025","doi-asserted-by":"crossref","DOI":"10.1212\/WNL.86.16_supplement.P4.034","article-title":"The prevalence and prognosis of patients with enlarged ventricles (P4.034)","volume":"86","author":"Graff-Radford","year":"2016","journal-title":"Neurology"},{"key":"10.1016\/j.nicl.2018.11.015_bb0030","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1016\/0022-510X(65)90016-X","article-title":"The special clinical problem of symptomatic hydrocephalus with normal cerebrospinal fluid pressure. Observations on cerebrospinal fluid hydrodynamics","volume":"2","author":"Hakim","year":"1965","journal-title":"J. Neurol. Sci."},{"key":"10.1016\/j.nicl.2018.11.015_bb0035","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1186\/1743-8454-7-18","article-title":"Diagnosis of idiopathic normal pressure hydrocephalus is supported by MRI-based scheme: a prospective cohort study","volume":"7","author":"Hashimoto","year":"2010","journal-title":"Cerebrospinal Fluid Res."},{"key":"10.1016\/j.nicl.2018.11.015_bb0040","series-title":"Proceedings of the International Joint Conference on Neural Networks","first-page":"1322","article-title":"ADASYN: Adaptive synthetic sampling approach for imbalanced learning","author":"He","year":"2008"},{"key":"10.1016\/j.nicl.2018.11.015_bb0045","doi-asserted-by":"crossref","first-page":"197","DOI":"10.2176\/nmc.48.197","article-title":"Prevalence of idiopathic normal-pressure hydrocephalus in the elderly population of a Japanese rural community","volume":"48","author":"Hiraoka","year":"2008","journal-title":"Neurol. Med. Chir. (Tokyo)"},{"key":"10.1016\/j.nicl.2018.11.015_bb0050","doi-asserted-by":"crossref","first-page":"1449","DOI":"10.1212\/WNL.0000000000000342","article-title":"Prevalence of idiopathic normal-pressure hydrocephalus","volume":"82","author":"Jaraj","year":"2014","journal-title":"Neurology"},{"key":"10.1016\/j.nicl.2018.11.015_bb0060","series-title":"Statistics and Machine Learning Toolbox Release Notes","author":"MathWorks","year":"2015"},{"key":"10.1016\/j.nicl.2018.11.015_bb0065","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1136\/jamia.2001.0080401","article-title":"A four-dimensional probabilistic atlas of the human brain","volume":"8","author":"Mazziotta","year":"2001","journal-title":"J. Am. Med. Inform. Assoc."},{"key":"10.1016\/j.nicl.2018.11.015_bb0070","doi-asserted-by":"crossref","first-page":"775","DOI":"10.2176\/nmc.52.775","article-title":"Guidelines for management of idiopathic normal pressure hydrocephalus: second edition","volume":"52","author":"Mori","year":"2012","journal-title":"Neurol. Med. Chir. (Tokyo)"},{"key":"10.1016\/j.nicl.2018.11.015_bb0075","doi-asserted-by":"crossref","first-page":"1831","DOI":"10.3174\/ajnr.A4838","article-title":"High-convexity tightness predicts the shunt response in idiopathic normal pressure hydrocephalus","volume":"37","author":"Narita","year":"2016","journal-title":"Am. J. Neuroradiol."},{"key":"10.1016\/j.nicl.2018.11.015_bb0080","doi-asserted-by":"crossref","first-page":"1565","DOI":"10.1038\/nbt1206-1565","article-title":"What is a support vector machine?","volume":"24","author":"Noble","year":"2006","journal-title":"Nat. Biotechnol."},{"key":"10.1016\/j.nicl.2018.11.015_bb0085","doi-asserted-by":"crossref","first-page":"889","DOI":"10.1212\/WNL.0b013e3181f11d85","article-title":"Prevalence of mild cognitive impairment is higher in men: the Mayo clinic study of aging","volume":"75","author":"Petersen","year":"2010","journal-title":"Neurology"},{"key":"10.1016\/j.nicl.2018.11.015_bb0090","series-title":"R Foundation for Statistical Computing","article-title":"R: A language and environment for statistical computing","author":"Core Team","year":"2013"},{"key":"10.1016\/j.nicl.2018.11.015_bb0095","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1159\/000115751","article-title":"The Mayo clinic study of aging: design and sampling, participation, baseline measures and sample characteristics","volume":"30","author":"Roberts","year":"2008","journal-title":"Neuroepidemiology"},{"key":"10.1016\/j.nicl.2018.11.015_bb0100","doi-asserted-by":"crossref","DOI":"10.1186\/1471-2105-12-77","article-title":"pROC: an open-source package for R and S+ to analyze and compare ROC curves","volume":"12","author":"Robin","year":"2011","journal-title":"BMC Bioinformatics"},{"key":"10.1016\/j.nicl.2018.11.015_bb0105","doi-asserted-by":"crossref","first-page":"802","DOI":"10.1016\/j.nicl.2016.05.017","article-title":"A large-scale comparison of cortical thickness and volume methods for measuring Alzheimer's disease severity","volume":"11","author":"Schwarz","year":"2016","journal-title":"NeuroImage Clin."},{"key":"10.1016\/j.nicl.2018.11.015_bb0110","first-page":"P792","article-title":"The Mayo clinic adult lifespan template: better quantification across the lifespan. Alzheimer's Dement","volume":"13","author":"Schwarz","year":"2018","journal-title":"J. Alzheimer Assoc."}],"container-title":["NeuroImage: Clinical"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S221315821830353X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S221315821830353X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T04:21:00Z","timestamp":1761970860000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S221315821830353X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":21,"alternative-id":["S221315821830353X"],"URL":"https:\/\/doi.org\/10.1016\/j.nicl.2018.11.015","relation":{},"ISSN":["2213-1582"],"issn-type":[{"value":"2213-1582","type":"print"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Automated detection of imaging features of disproportionately enlarged subarachnoid space hydrocephalus using machine learning methods","name":"articletitle","label":"Article Title"},{"value":"NeuroImage: Clinical","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.nicl.2018.11.015","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2018 The Authors. Published by Elsevier Inc.","name":"copyright","label":"Copyright"}],"article-number":"101605"}}