{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T23:02:26Z","timestamp":1785538946296,"version":"3.56.0"},"reference-count":28,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2022,7,21]],"date-time":"2022-07-21T00:00:00Z","timestamp":1658361600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Magnetic Resonance Imaging"],"published-print":{"date-parts":[[2022,10]]},"DOI":"10.1016\/j.mri.2022.07.008","type":"journal-article","created":{"date-parts":[[2022,7,20]],"date-time":"2022-07-20T12:03:02Z","timestamp":1658318582000},"page":"251-259","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":11,"special_numbering":"C","title":["Assessment of gamma knife radiosurgery for unruptured cerebral arterioveneus malformations based on multi-parameter radiomics of MRI"],"prefix":"10.1016","volume":"92","author":[{"given":"Dezhi","family":"Gao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiangyu","family":"Meng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hengwei","family":"Jin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ali","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shibin","family":"Sun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.mri.2022.07.008_bb0005","doi-asserted-by":"crossref","first-page":"1163","DOI":"10.1161\/01.STR.0000069018.90456.C9","article-title":"Prospective, population-based detection of intracranial vascular malformations in adults: the Scottish intracranial vascular malformation study (SIVMS)","volume":"34","author":"Al-Shahi","year":"2003","journal-title":"Stroke"},{"key":"10.1016\/j.mri.2022.07.008_bb0010","first-page":"177","article-title":"Management of unruptured cerebral arteriovenous malformations","volume":"33","author":"Aminoff","year":"1986","journal-title":"Clin Neurosurg"},{"key":"10.1016\/j.mri.2022.07.008_bb0015","first-page":"1","article-title":"Early obliteration of pediatric brain arteriovenous malformations after stereotactic radiosurgery: an international multicenter study","author":"Burke","year":"2020","journal-title":"J Neurosurg Pediatr"},{"key":"10.1016\/j.mri.2022.07.008_bb0020","doi-asserted-by":"crossref","first-page":"1979","DOI":"10.1161\/STROKEAHA.112.652032","article-title":"A perfect storm: how a randomized trial of unruptured brain arteriovenous malformations\u2019 (ARUBA\u2019s) trial design challenges notions of external validity","volume":"43","author":"Cockroft","year":"2012","journal-title":"Stroke"},{"key":"10.1016\/j.mri.2022.07.008_bb0025","first-page":"388","article-title":"Radiosurgery for arteriovenous malformations in children","volume":"104","author":"Cohen-Gadol","year":"2006","journal-title":"J Neurosurg"},{"key":"10.1016\/j.mri.2022.07.008_bb0030","doi-asserted-by":"crossref","first-page":"888","DOI":"10.1093\/neuros\/nyx181","article-title":"Radiosurgery for unruptured brain arteriovenous malformations: an international multicenter retrospective cohort study","volume":"80","author":"Ding","year":"2017","journal-title":"Neurosurgery"},{"key":"10.1016\/j.mri.2022.07.008_bb0035","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1159\/000369959","article-title":"Effect of prior hemorrhage on intracranial arteriovenous malformation radiosurgery outcomes","volume":"39","author":"Ding","year":"2015","journal-title":"Cerebrovasc Dis"},{"key":"10.1016\/j.mri.2022.07.008_bb0040","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1136\/svn-2019-000248","article-title":"Updates in arteriovenous malformation management: the post-ARUBA era","volume":"5","author":"Feghali","year":"2020","journal-title":"Stroke Vasc Neurol"},{"key":"10.1016\/j.mri.2022.07.008_bb0045","doi-asserted-by":"crossref","first-page":"873","DOI":"10.1016\/S0360-3016(96)00316-1","article-title":"A dose-response analysis of arteriovenous malformation obliteration after radiosurgery","volume":"36","author":"Flickinger","year":"1996","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"10.1016\/j.mri.2022.07.008_bb0050","doi-asserted-by":"crossref","first-page":"437","DOI":"10.3171\/2012.10.JNS121280","article-title":"Natural history of cerebral arteriovenous malformations: a meta-analysis","volume":"118","author":"Gross","year":"2013","journal-title":"J Neurosurg"},{"key":"10.1016\/j.mri.2022.07.008_bb0055","first-page":"124","article-title":"Evidence of increased endothelial cell turnover in brain arteriovenous malformations","volume":"49","author":"Hashimoto","year":"2001","journal-title":"Neurosurgery"},{"key":"10.1016\/j.mri.2022.07.008_bb0060","first-page":"1","article-title":"Compactness index: a radiosurgery outcome predictor for patients with unruptured brain arteriovenous malformations","author":"Huang","year":"2022","journal-title":"J Neurosurg"},{"key":"10.1016\/j.mri.2022.07.008_bb0065","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1161\/STROKEAHA.116.014825","article-title":"Estimating the risks of adverse radiation effects after gamma knife radiosurgery for arteriovenous malformations","volume":"48","author":"Kano","year":"2017","journal-title":"Stroke"},{"key":"10.1016\/j.mri.2022.07.008_bb0070","doi-asserted-by":"crossref","first-page":"11","DOI":"10.3171\/2011.9.JNS101740","article-title":"Stereotactic radiosurgery for arteriovenous malformations, part 1: management of Spetzler-Martin Grade I and II arteriovenous malformations clinical article","volume":"116","author":"Kano","year":"2012","journal-title":"J Neurosurg"},{"key":"10.1016\/j.mri.2022.07.008_bb0075","doi-asserted-by":"crossref","first-page":"1574","DOI":"10.3171\/2019.1.JNS183386","article-title":"Stasis index from hemodynamic analysis using quantitative DSA correlates with hemorrhage of supratentorial arteriovenous malformation: a cross-sectional study","volume":"132","author":"Lin","year":"2020","journal-title":"J Neurosurg"},{"key":"10.1016\/j.mri.2022.07.008_bb0080","doi-asserted-by":"crossref","first-page":"1303","DOI":"10.7150\/thno.30309","article-title":"The applications of radiomics in precision diagnosis and treatment of oncology: opportunities and challenges","volume":"9","author":"Liu","year":"2019","journal-title":"Theranostics"},{"key":"10.1016\/j.mri.2022.07.008_bb0085","doi-asserted-by":"crossref","first-page":"486","DOI":"10.3171\/2015.6.JNS15619","article-title":"Responses to ARUBA: a systematic review and critical analysis for the design of future arteriovenous malformation trials","volume":"126","author":"Magro","year":"2017","journal-title":"J Neurosurg"},{"key":"10.1016\/j.mri.2022.07.008_bb0095","doi-asserted-by":"crossref","DOI":"10.3389\/fonc.2021.769533","article-title":"Factors affecting volume reduction velocity for arteriovenous malformations after treatment with dose-stage stereotactic radiosurgery","volume":"11","author":"Meng","year":"2021","journal-title":"Front Oncol"},{"key":"10.1016\/j.mri.2022.07.008_bb0100","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1016\/S1474-4422(20)30181-2","article-title":"Medical management with interventional therapy versus medical management alone for unruptured brain arteriovenous malformations (ARUBA): final follow-up of a multicentre, non-blinded, randomised controlled trial","volume":"19","author":"Mohr","year":"2020","journal-title":"Lancet Neurol"},{"key":"10.1016\/j.mri.2022.07.008_bb0105","doi-asserted-by":"crossref","first-page":"614","DOI":"10.1016\/S0140-6736(13)62302-8","article-title":"Medical management with or without interventional therapy for unruptured brain arteriovenous malformations (ARUBA): a multicentre, non-blinded, randomised trial","volume":"383","author":"Mohr","year":"2014","journal-title":"Lancet"},{"key":"10.1016\/j.mri.2022.07.008_bb0110","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1227\/NEU.0000000000000663","article-title":"Treatment outcomes of unruptured arteriovenous malformations with a subgroup analysis of ARUBA (a randomized trial of unruptured brain arteriovenous malformations)-eligible patients","volume":"76","author":"Nerva","year":"2015","journal-title":"Neurosurgery"},{"key":"10.1016\/j.mri.2022.07.008_bb0115","doi-asserted-by":"crossref","DOI":"10.1016\/j.nicl.2018.11.018","article-title":"Fully automated tissue segmentation of the prescription isodose region delineated through the gamma knife plan for cerebral arteriovenous malformation (AVM) using fuzzy C-means (FCM) clustering","volume":"21","author":"Peng","year":"2019","journal-title":"Neuroimage-Clinical"},{"key":"10.1016\/j.mri.2022.07.008_bb0120","doi-asserted-by":"crossref","first-page":"79","DOI":"10.3171\/jns.2002.96.1.0079","article-title":"A proposed radiosurgery-based grading system for arteriovenous malformations","volume":"96","author":"Pollock","year":"2002","journal-title":"J Neurosurg"},{"key":"10.1016\/j.mri.2022.07.008_bb0125","doi-asserted-by":"crossref","first-page":"1338","DOI":"10.3171\/2016.11.JNS162382","article-title":"Stereotactic radiosurgery alone or combined with embolization for brain arteriovenous malformations: a systematic review and meta-analysis","volume":"128","author":"Russell","year":"2018","journal-title":"J Neurosurg"},{"key":"10.1016\/j.mri.2022.07.008_bb0130","doi-asserted-by":"crossref","first-page":"476","DOI":"10.3171\/jns.1986.65.4.0476","article-title":"A proposed grading system for arteriovenous malformations","volume":"65","author":"Spetzler","year":"1986","journal-title":"J Neurosurg"},{"key":"10.1016\/j.mri.2022.07.008_bb0135","doi-asserted-by":"crossref","first-page":"1109","DOI":"10.1007\/s00381-011-1401-5","article-title":"Clinico-radiological outcomes following gamma knife radiosurgery for pediatric arteriovenous malformations","volume":"27","author":"Yeon","year":"2011","journal-title":"Childs Nerv Syst"},{"key":"10.1016\/j.mri.2022.07.008_bb0140","doi-asserted-by":"crossref","first-page":"2157","DOI":"10.1007\/s00330-018-5747-x","article-title":"Radiomics features on non-contrast-enhanced CT scan can precisely classify AVM-related hematomas from other spontaneous intraparenchymal hematoma types","volume":"29","author":"Zhang","year":"2019","journal-title":"Eur Radiol"},{"key":"10.1016\/j.mri.2022.07.008_bb0145","doi-asserted-by":"crossref","first-page":"2255","DOI":"10.1007\/s00330-017-5154-8","article-title":"A predictive model for distinguishing radiation necrosis from tumour progression after gamma knife radiosurgery based on radiomic features from MR images","volume":"28","author":"Zhang","year":"2018","journal-title":"Eur Radiol"}],"container-title":["Magnetic Resonance Imaging"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0730725X22001199?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0730725X22001199?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T08:43:18Z","timestamp":1759999398000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0730725X22001199"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10]]},"references-count":28,"alternative-id":["S0730725X22001199"],"URL":"https:\/\/doi.org\/10.1016\/j.mri.2022.07.008","relation":{},"ISSN":["0730-725X"],"issn-type":[{"value":"0730-725X","type":"print"}],"subject":[],"published":{"date-parts":[[2022,10]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Assessment of gamma knife radiosurgery for unruptured cerebral arterioveneus malformations based on multi-parameter radiomics of MRI","name":"articletitle","label":"Article Title"},{"value":"Magnetic Resonance Imaging","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.mri.2022.07.008","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2022 The Authors. Published by Elsevier Inc.","name":"copyright","label":"Copyright"}]}}