{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,23]],"date-time":"2026-10-23T22:52:47Z","timestamp":1792795967813,"version":"4.5.0"},"reference-count":31,"publisher":"Elsevier BV","issue":"4","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61771325"],"award-info":[{"award-number":["61771325"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.fr","clinicalkey.jp","clinicalkey.es","clinicalkey.com.au","academicradiology.org","clinicalkey.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Academic Radiology"],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1016\/j.acra.2024.11.044","type":"journal-article","created":{"date-parts":[[2024,12,16]],"date-time":"2024-12-16T12:19:10Z","timestamp":1734351550000},"page":"2197-2208","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":3,"title":["A Fusion Model of MRI Deep Transfer Learning and Radiomics for Discriminating between Pilocytic Astrocytoma and Adamantinomatous Craniopharyngioma"],"prefix":"10.1016","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3556-2180","authenticated-orcid":false,"given":"Yu","family":"Mao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"Kong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuqi","family":"Luo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fengjun","family":"Xi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"2","key":"10.1016\/j.acra.2024.11.044_bib1","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1007\/s00401-018-1837-8","article-title":"Anaplastic astrocytoma with piloid features, a novel molecular class of IDH wildtype glioma with recurrent MAPK pathway, CDKN2A\/B and ATRX alterations","volume":"136","author":"Reinhardt","year":"2018","journal-title":"Acta Neuropathol (Berl)"},{"key":"10.1016\/j.acra.2024.11.044_bib2","doi-asserted-by":"crossref","DOI":"10.1016\/j.prp.2023.154593","article-title":"Pathophysiological evaluation of pilocytic astrocytoma in adults: histopathological and immunohistochemical analysis","volume":"248","author":"Santino","year":"2023","journal-title":"Pathol Res Pract"},{"issue":"3","key":"10.1016\/j.acra.2024.11.044_bib3","article-title":"Contemporary biological insights and clinical management of craniopharyngioma","volume":"44","author":"Jr","year":"2023","journal-title":"Endocr Rev"},{"issue":"4","key":"10.1016\/j.acra.2024.11.044_bib4","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1016\/j.radcr.2016.08.011","article-title":"Suprasellar pilocytic astrocytoma in an adult with hemorrhage and leptomeningeal dissemination: case report and review of literature","volume":"11","author":"Soliman","year":"2016","journal-title":"Radiol Case Rep"},{"issue":"7","key":"10.1016\/j.acra.2024.11.044_bib5","doi-asserted-by":"crossref","first-page":"784","DOI":"10.1177\/02841851241241527","article-title":"Comparison of MRI findings of hypothalamic-optic chiasmatic gliomas and craniopharyngiomas","volume":"65","author":"Karaman","year":"2024","journal-title":"Acta Radiol"},{"issue":"1","key":"10.1016\/j.acra.2024.11.044_bib6","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1046\/j.1442-9071.2000.00254.x","article-title":"Childhood optic atrophy","volume":"28","author":"Mudgil","year":"2000","journal-title":"Clin Experiment Ophthalmol"},{"issue":"3","key":"10.1016\/j.acra.2024.11.044_bib7","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1159\/000071654","article-title":"Hypothalamic-opticochiasmatic gliomas mimicking craniopharyngiomas","volume":"39","author":"Bisson","year":"2003","journal-title":"Pediatr Neurosurg"},{"issue":"3-4","key":"10.1016\/j.acra.2024.11.044_bib8","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1159\/000369794","article-title":"Gliomas in the Sellar Turcica region: a retrospective study including adult cases and comparison with craniopharyngioma","volume":"73","author":"Deng","year":"2014","journal-title":"Eur Neurol"},{"key":"10.1016\/j.acra.2024.11.044_bib9","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1007\/978-3-030-99166-1_4","article-title":"Treatment of cystic craniopharyngiomas: an update","volume":"45","author":"Bianchi","year":"2022","journal-title":"Adv Tech Stand Neurosurg"},{"key":"10.1016\/j.acra.2024.11.044_bib10","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1016\/j.jocn.2019.12.060","article-title":"Cyst fenestration and Ommaya reservoir placement in endoscopic transcortical transventricular approach for recurrent suprasellar cystic craniopharyngioma without ventriculomegaly","volume":"72","year":"2020","journal-title":"J Clin Neurosci"},{"key":"10.1016\/j.acra.2024.11.044_bib11","doi-asserted-by":"crossref","first-page":"39","DOI":"10.3389\/fendo.2012.00039","article-title":"Intracystic therapies for cystic craniopharyngioma in childhood","volume":"3","author":"Bartels","year":"2012","journal-title":"Front Endocrinol"},{"issue":"8-9","key":"10.1016\/j.acra.2024.11.044_bib12","article-title":"A C. Intracavitary therapeutic options in the management of cystic craniopharyngioma","volume":"21","year":"2005","journal-title":"Childs Nerv Syst ChNS Off J Int Soc Pediatr Neurosurg"},{"issue":"1","key":"10.1016\/j.acra.2024.11.044_bib13","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1007\/s11060-012-0829-0","article-title":"Pilocytic astrocytoma survival in adults: analysis of the surveillance, epidemiology, and end results program of the National Cancer Institute","volume":"108","author":"Johnson","year":"2012","journal-title":"J Neurooncol"},{"issue":"2","key":"10.1016\/j.acra.2024.11.044_bib14","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/s11060-009-9913-5","article-title":"Stereotactic radiosurgery for pilocytic astrocytomas part 1: outcomes in adult patients","volume":"95","author":"Kano","year":"2009","journal-title":"J Neurooncol"},{"issue":"2","key":"10.1016\/j.acra.2024.11.044_bib15","doi-asserted-by":"crossref","first-page":"388","DOI":"10.1097\/00006123-199708000-00009","article-title":"Proton spectroscopy of suprasellar tumors in pediatric patients","volume":"41","author":"Sutton","year":"1997","journal-title":"Neurosurgery"},{"issue":"10","key":"10.1016\/j.acra.2024.11.044_bib16","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1007\/s003810000334","article-title":"Gliomas in children: a review","volume":"16","author":"Rilliet","year":"2000","journal-title":"Childs Nerv Syst"},{"key":"10.1016\/j.acra.2024.11.044_bib17","doi-asserted-by":"crossref","unstructured":"Malignant transformation of irradiated craniopharyngioma in children in: Journal of Neurosurgery: Pediatrics Volume 5 Issue 2 (2010) Journals. Accessed August 12, 2024. \u3008https:\/\/thejns.org\/pediatrics\/view\/journals\/j-neurosurg-pediatr\/5\/2\/article-p155.xml\u3009.","DOI":"10.3171\/2009.9.PEDS09257"},{"issue":"1","key":"10.1016\/j.acra.2024.11.044_bib18","first-page":"68","article-title":"Development of anaplastic changes in low-grade astrocytomas of childhood","volume":"34","author":"Dirks","year":"1994","journal-title":"Neurosurgery"},{"issue":"4","key":"10.1016\/j.acra.2024.11.044_bib19","doi-asserted-by":"crossref","first-page":"887","DOI":"10.1002\/1097-0142(19920815)70:4<887::AID-CNCR2820700427>3.0.CO;2-9","article-title":"Vascular malformation with radiation vasculopathy after treatment of chiasmatic\/hypothalamic glioma","volume":"70","author":"Epstein","year":"1992","journal-title":"Cancer."},{"issue":"4","key":"10.1016\/j.acra.2024.11.044_bib20","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1111\/j.1440-1673.1993.tb00098.x","article-title":"Craniopharyngioma and the moustache sign","volume":"37","author":"Kearney","year":"1993","journal-title":"Australas Radiol"},{"issue":"11","key":"10.1016\/j.acra.2024.11.044_bib21","doi-asserted-by":"crossref","DOI":"10.1016\/j.heliyon.2024.e32112","article-title":"Craniopharyngioma: a comprehensive review of the clinical presentation, radiological findings, management, and future Perspective","volume":"10","author":"Alboqami","year":"2024","journal-title":"Heliyon"},{"key":"10.1016\/j.acra.2024.11.044_bib22","doi-asserted-by":"crossref","unstructured":"Muhsen B.A., Aljariri A.I., Elayyan M., Hirbawi H., Masri M.A. Insight about the characteristics and surgical resectability of adult pilocytic astrocytoma: tertiary center experience. CNS Oncol. 11(1):CNS81. doi:10.2217\/cns-2021\u20130014.","DOI":"10.2217\/cns-2021-0014"},{"key":"10.1016\/j.acra.2024.11.044_bib23","unstructured":"Molecular refinement of pilocytic astrocytoma in adult patients - Bode - 2024 - Neuropathology and Applied Neurobiology - Wiley Online Library. Accessed August 12, 2024. \u3008https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/nan.12949\u3009."},{"issue":"2","key":"10.1016\/j.acra.2024.11.044_bib24","doi-asserted-by":"crossref","first-page":"CASE22143","DOI":"10.3171\/CASE22143","article-title":"Pilocytic astrocytoma of the optic nerve with intracystic hemorrhage in an adult: illustrative case","volume":"4","author":"Kuramitsu","year":"2022","journal-title":"J Neurosurg Case Lessons"},{"issue":"1","key":"10.1016\/j.acra.2024.11.044_bib25","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1186\/s12880-023-01132-0","article-title":"A novel MRI feature, the cut green pepper sign, can help differentiate a suprasellar pilocytic astrocytoma from an adamantinomatous craniopharyngioma","volume":"23","author":"Xu","year":"2023","journal-title":"BMC Med Imaging"},{"issue":"1","key":"10.1016\/j.acra.2024.11.044_bib26","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1002\/jmri.22722","article-title":"Neuroimaging of pediatric posterior fossa tumors including review of the literature","volume":"35","author":"Poretti","year":"2012","journal-title":"J Magn Reson Imaging"},{"issue":"1","key":"10.1016\/j.acra.2024.11.044_bib27","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1007\/s10143-017-0915-z","article-title":"Hemorrhagic presentation of intracranial pilocytic astrocytomas:literature review","volume":"42","author":"Prasad","year":"2019","journal-title":"Neurosurg Rev"},{"issue":"8","key":"10.1016\/j.acra.2024.11.044_bib28","doi-asserted-by":"crossref","first-page":"1370","DOI":"10.3174\/ajnr.A7136","article-title":"Hypothalamic pilomyxoid astrocytoma in a child with lipodystrophy","volume":"42","author":"Benson","year":"2021","journal-title":"AJNR Am J Neuroradiol"},{"issue":"1","key":"10.1016\/j.acra.2024.11.044_bib29","article-title":"Pediatric cerebellar pilocytic astrocytoma presenting with spontaneous intratumoral hemorrhage","volume":"43","author":"Carmine Antonio","year":"2020","journal-title":"Neurosurg Rev"},{"issue":"2","key":"10.1016\/j.acra.2024.11.044_bib30","doi-asserted-by":"crossref","first-page":"223","DOI":"10.3171\/JNS\/2008\/108\/2\/0223","article-title":"Rate of spontaneous hemorrhage in histologically proven cases of pilocytic astrocytoma","volume":"108","author":"White","year":"2008","journal-title":"J Neurosurg"},{"issue":"2","key":"10.1016\/j.acra.2024.11.044_bib31","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1007\/s10014-011-0068-7","article-title":"Hemorrhagic onset of cerebellar pilocytic astrocytoma in an adult: a case report and review of the literature implying a possible relation of degenerative vascular changes to the massive intratumoral hemorrhage","volume":"29","author":"Shibao","year":"2012","journal-title":"Brain Tumor Pathol"}],"container-title":["Academic Radiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1076633224008857?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1076633224008857?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,4,16]],"date-time":"2025-04-16T21:37:06Z","timestamp":1744839426000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1076633224008857"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":31,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2025,4]]}},"alternative-id":["S1076633224008857"],"URL":"https:\/\/doi.org\/10.1016\/j.acra.2024.11.044","relation":{},"ISSN":["1076-6332"],"issn-type":[{"value":"1076-6332","type":"print"}],"subject":[],"published":{"date-parts":[[2025,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"A Fusion Model of MRI Deep Transfer Learning and Radiomics for Discriminating between Pilocytic Astrocytoma and Adamantinomatous Craniopharyngioma","name":"articletitle","label":"Article Title"},{"value":"Academic Radiology","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.acra.2024.11.044","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 The Association of Academic Radiology. Published by Elsevier Inc. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}]}}