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However, little information about its incidence and risk factors after <jats:styled-content style=\"fixed-case\">GKRS<\/jats:styled-content> for intracranial schwannomas is yet available. The objective of this study was to identify the incidence and risk factors for developing communicating <jats:styled-content style=\"fixed-case\">HCP<\/jats:styled-content> after <jats:styled-content style=\"fixed-case\">GKRS<\/jats:styled-content> for intracranial schwannomas. We retrospectively reviewed a total of 702 patients with intracranial schwannomas who were treated with <jats:styled-content style=\"fixed-case\">GKRS<\/jats:styled-content> between January 2002 and December 2015. We investigated patients\u2019 age, gender, tumor origin, previous surgery history, tumor volume, marginal radiation dose, and presence of tumor control to identify associations with communicating <jats:styled-content style=\"fixed-case\">HCP<\/jats:styled-content> following <jats:styled-content style=\"fixed-case\">GKRS<\/jats:styled-content>. To make predictive models of communicating <jats:styled-content style=\"fixed-case\">HCP<\/jats:styled-content>, we performed Cox regression analyses and constructed a decision tree for risk factors. In total, 29 of the 702 patients (4.1%) developed communicating <jats:styled-content style=\"fixed-case\">HCP<\/jats:styled-content> following <jats:styled-content style=\"fixed-case\">GKRS<\/jats:styled-content>, which required ventriculo\u2010peritoneal (<jats:styled-content style=\"fixed-case\">VP<\/jats:styled-content>) shunt surgery. Multivariate analyses indicated that age (<jats:italic>P<\/jats:italic>\u00a0=\u00a00.0011), tumor origin (<jats:italic>P<\/jats:italic>\u00a0=\u00a00.0438), and tumor volume (<jats:italic>P<\/jats:italic>\u00a0&lt;\u00a00.0001) were significant predictors of communicating <jats:styled-content style=\"fixed-case\">HCP<\/jats:styled-content> in patients with intracranial schwannoma after <jats:styled-content style=\"fixed-case\">GKRS<\/jats:styled-content>. Using machine\u2010learning methods, we fit an optimal predictive model. We found that developing communicating <jats:styled-content style=\"fixed-case\">HCP<\/jats:styled-content> following <jats:styled-content style=\"fixed-case\">GKRS<\/jats:styled-content> was most likely if the tumor was vestibular origin and had a volume \u226513.65\u00a0cm<jats:sup>3<\/jats:sup>. Communicating <jats:styled-content style=\"fixed-case\">HCP<\/jats:styled-content> is not a rare complication of <jats:styled-content style=\"fixed-case\">GKRS<\/jats:styled-content> for intracranial schwannomas. Under specific conditions, communicating <jats:styled-content style=\"fixed-case\">HCP<\/jats:styled-content> following <jats:styled-content style=\"fixed-case\">GKRS<\/jats:styled-content> is warranted for this patient group, and this patient group should be closely followed up.<\/jats:p>","DOI":"10.1002\/cam4.955","type":"journal-article","created":{"date-parts":[[2016,11,24]],"date-time":"2016-11-24T04:53:19Z","timestamp":1479963199000},"page":"3615-3621","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Analysis of risk factors to predict communicating hydrocephalus following gamma knife radiosurgery for intracranial schwannoma"],"prefix":"10.1002","volume":"5","author":[{"given":"Seunghoon","family":"Lee","sequence":"first","affiliation":[{"name":"Department of Neurosurgery Samsung Medical Center Sungkyunkwan University School of Medicine  Seoul Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Seong\u2010Wook","family":"Seo","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery Orthopedics Samsung Medical Center Sungkyunkwan University School of Medicine  Seoul Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juyoung","family":"Hwang","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery Samsung Medical Center Sungkyunkwan University School of Medicine  Seoul Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ho Jun","family":"Seol","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery Samsung Medical Center Sungkyunkwan University School of Medicine  Seoul Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Do\u2010Hyun","family":"Nam","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery Samsung Medical Center Sungkyunkwan University School of Medicine  Seoul Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jung\u2010Il","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery Samsung Medical Center Sungkyunkwan University School of Medicine  Seoul Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Doo\u2010Sik","family":"Kong","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery Samsung Medical Center Sungkyunkwan University School of Medicine  Seoul Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2016,11,23]]},"reference":[{"key":"e_1_2_6_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijrobp.2008.12.063"},{"key":"e_1_2_6_3_1","doi-asserted-by":"publisher","DOI":"10.3171\/jns.1995.82.5.0711"},{"key":"e_1_2_6_4_1","doi-asserted-by":"publisher","DOI":"10.1177\/019459989310900608"},{"key":"e_1_2_6_5_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJM195406032502202"},{"key":"e_1_2_6_6_1","doi-asserted-by":"publisher","DOI":"10.1177\/019459989210700106"},{"key":"e_1_2_6_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00701-002-1021-7"},{"key":"e_1_2_6_8_1","doi-asserted-by":"publisher","DOI":"10.1227\/00006123-200106000-00010"},{"key":"e_1_2_6_9_1","doi-asserted-by":"publisher","DOI":"10.3171\/jns.2003.99.4.0685"},{"key":"e_1_2_6_10_1","doi-asserted-by":"publisher","DOI":"10.1055\/s-0033-1333621"},{"key":"e_1_2_6_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00701-012-1350-0"},{"key":"e_1_2_6_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.wneu.2016.01.038"},{"key":"e_1_2_6_13_1","first-page":"00","article-title":"Communicating Hydrocephalus Associated with Intracranial Schwannoma Treated by Gamma Knife Radiosurgery","volume":"00","author":"Park C. 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