{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T16:26:05Z","timestamp":1786983965206,"version":"build-2736575974"},"reference-count":34,"publisher":"Elsevier BV","issue":"3","license":[{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"DOI":"10.13039\/501100006579","name":"Ministry of Industry and Information Technology of the People's Republic of China","doi-asserted-by":"publisher","award":["2020-0103-3-1"],"award-info":[{"award-number":["2020-0103-3-1"]}],"id":[{"id":"10.13039\/501100006579","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010950","name":"Department of Science and Technology of Henan Province","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100010950","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100017700","name":"Henan Provincial Science and Technology Research Project","doi-asserted-by":"publisher","award":["SBGJ202103078"],"award-info":[{"award-number":["SBGJ202103078"]}],"id":[{"id":"10.13039\/501100017700","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":[[2024,3]]},"DOI":"10.1016\/j.acra.2023.07.023","type":"journal-article","created":{"date-parts":[[2023,9,9]],"date-time":"2023-09-09T20:32:09Z","timestamp":1694291529000},"page":"1036-1043","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":6,"title":["Radiomics Analysis of Diffusion Kurtosis Imaging: Distinguishing Between Glioblastoma and Single Brain Metastasis"],"prefix":"10.1016","volume":"31","author":[{"given":"Eryuan","family":"Gao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peipei","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jie","family":"Bai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoyue","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yufei","family":"Gao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinbo","family":"Qi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kai","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Huiting","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xu","family":"Yan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guang","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guohua","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6996-329X","authenticated-orcid":false,"given":"Jingliang","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.acra.2023.07.023_bib1","doi-asserted-by":"crossref","first-page":"803","DOI":"10.1007\/s00401-016-1545-1","article-title":"The 2016 World Health Organization Classification of tumors of the central nervous system: a summary","volume":"131","author":"Louis","year":"2016","journal-title":"Acta Neuropathol"},{"issue":"Suppl 3","key":"10.1016\/j.acra.2023.07.023_bib2","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1093\/annonc\/mdu050","article-title":"High-grade glioma: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up","volume":"25","author":"Stupp","year":"2014","journal-title":"Ann Oncol"},{"key":"10.1016\/j.acra.2023.07.023_bib3","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1016\/j.prro.2011.12.004","article-title":"Radiotherapeutic and surgical management for newly diagnosed brain metastasis(es): an American Society for Radiation Oncology evidence-based guideline","volume":"2","author":"Tsao","year":"2012","journal-title":"Pract Radiat Oncol"},{"key":"10.1016\/j.acra.2023.07.023_bib4","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1007\/s11940-001-0027-4","article-title":"Single brain metastasis","volume":"3","author":"Schiff","year":"2001","journal-title":"Curr Treat Options Neurol"},{"key":"10.1016\/j.acra.2023.07.023_bib5","doi-asserted-by":"crossref","first-page":"619","DOI":"10.1007\/s00234-004-1246-7","article-title":"Distinction between high-grade gliomas and solitary metastases using peritumoral 3-T magnetic resonance spectroscopy, diffusion, and perfusion imagings","volume":"46","author":"Chiang","year":"2004","journal-title":"Neuroradiology"},{"key":"10.1016\/j.acra.2023.07.023_bib6","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1177\/0284185117727787","article-title":"Diagnostic value of apparent diffusion coefficient in differentiating between high-grade gliomas and brain metastases","volume":"59","author":"Caravan","year":"2018","journal-title":"Acta Radiol"},{"key":"10.1016\/j.acra.2023.07.023_bib7","doi-asserted-by":"crossref","first-page":"697","DOI":"10.1007\/s00234-015-1524-6","article-title":"Differentiation of solitary brain metastasis from glioblastoma multiforme: a predictive multiparametric approach using combined MR diffusion and perfusion","volume":"57","author":"Bauer","year":"2015","journal-title":"Neuroradiology"},{"key":"10.1016\/j.acra.2023.07.023_bib8","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1002\/nbm.1555","article-title":"Diffusion tensor imaging discriminates between glioblastoma and cerebral metastases in vivo","volume":"24","author":"Byrnes","year":"2011","journal-title":"NMR Biomed"},{"key":"10.1016\/j.acra.2023.07.023_bib9","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1259\/bjr\/68749637","article-title":"Differentiation between solitary brain metastasis and high-grade glioma by diffusion tensor imaging","volume":"78","author":"Tsuchiya","year":"2005","journal-title":"Br J Radiol"},{"key":"10.1016\/j.acra.2023.07.023_bib10","doi-asserted-by":"crossref","first-page":"653","DOI":"10.1016\/j.neuroimage.2008.09.027","article-title":"Differentiation between glioblastomas and solitary brain metastases using diffusion tensor imaging","volume":"44","author":"Wang","year":"2009","journal-title":"Neuroimage"},{"key":"10.1016\/j.acra.2023.07.023_bib11","doi-asserted-by":"crossref","first-page":"928","DOI":"10.3174\/ajnr.A3871","article-title":"Diagnostic utility of diffusion tensor imaging in differentiating glioblastomas from brain metastases","volume":"35","author":"Wang","year":"2014","journal-title":"AJNR Am J Neuroradiol"},{"key":"10.1016\/j.acra.2023.07.023_bib12","doi-asserted-by":"crossref","first-page":"4133","DOI":"10.1007\/s00330-018-5832-1","article-title":"Histogram analysis of amide proton transfer-weighted imaging: comparison of glioblastoma and solitary brain metastasis in enhancing tumors and peritumoral regions","volume":"29","author":"Kamimura","year":"2019","journal-title":"Eur Radiol"},{"key":"10.1016\/j.acra.2023.07.023_bib13","doi-asserted-by":"crossref","first-page":"1432","DOI":"10.1002\/mrm.20508","article-title":"Diffusional kurtosis imaging: the quantification of non-gaussian water diffusion by means of magnetic resonance imaging","volume":"53","author":"Jensen","year":"2005","journal-title":"Magn Reson Med"},{"key":"10.1016\/j.acra.2023.07.023_bib14","doi-asserted-by":"crossref","first-page":"2618","DOI":"10.1016\/j.ejrad.2015.10.007","article-title":"Differentiation of high-grade-astrocytomas from solitary-brain-metastases: comparing diffusion kurtosis imaging and diffusion tensor imaging","volume":"84","author":"Tan","year":"2015","journal-title":"Eur J Radiol"},{"key":"10.1016\/j.acra.2023.07.023_bib15","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1002\/glia.440150303","article-title":"Histopathology, classification, and grading of gliomas","volume":"15","author":"Kleihues","year":"1995","journal-title":"Glia"},{"key":"10.1016\/j.acra.2023.07.023_bib16","doi-asserted-by":"crossref","DOI":"10.1016\/j.ejrad.2021.110104","article-title":"Histogram analysis based on diffusion kurtosis imaging: differentiating glioblastoma multiforme from single brain metastasis and comparing the diagnostic performance of two region of interest placements","volume":"147","author":"Gao","year":"2022","journal-title":"Eur J Radiol"},{"key":"10.1016\/j.acra.2023.07.023_bib17","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1148\/radiol.2015151169","article-title":"Radiomics: images are more than pictures, they are data","volume":"278","author":"Gillies","year":"2016","journal-title":"Radiology"},{"key":"10.1016\/j.acra.2023.07.023_bib18","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1148\/radiol.2021202553","article-title":"The biological meaning of radiomic features","volume":"298","author":"Tomaszewski","year":"2021","journal-title":"Radiology"},{"key":"10.1016\/j.acra.2023.07.023_bib19","doi-asserted-by":"crossref","first-page":"2272","DOI":"10.1007\/s00330-020-07284-9","article-title":"How can we combat multicenter variability in MR radiomics? Validation of a correction procedure","volume":"31","author":"Orlhac","year":"2021","journal-title":"Eur Radiol"},{"key":"10.1016\/j.acra.2023.07.023_bib20","doi-asserted-by":"crossref","first-page":"880","DOI":"10.1148\/radiol.2016160845","article-title":"Radiomic profiling of glioblastoma: identifying an imaging predictor of patient survival with improved performance over established clinical and radiologic risk models","volume":"280","author":"Kickingereder","year":"2016","journal-title":"Radiology"},{"key":"10.1016\/j.acra.2023.07.023_bib21","doi-asserted-by":"crossref","first-page":"4188","DOI":"10.1007\/s00330-016-4637-3","article-title":"Radiomic features from the peritumoral brain parenchyma on treatment-na\u00efve multi-parametric MR imaging predict long versus short-term survival in glioblastoma multiforme: Preliminary findings","volume":"27","author":"Prasanna","year":"2017","journal-title":"Eur Radiol"},{"key":"10.1016\/j.acra.2023.07.023_bib22","doi-asserted-by":"crossref","first-page":"825","DOI":"10.1002\/jmri.26265","article-title":"Radiomics nomogram building from multiparametric MRI to predict grade in patients with glioma: a cohort study","volume":"49","author":"Wang","year":"2019","journal-title":"J Magn Reson Imaging"},{"key":"10.1016\/j.acra.2023.07.023_bib23","doi-asserted-by":"crossref","first-page":"1986","DOI":"10.1007\/s00330-018-5704-8","article-title":"Radiomics based on multicontrast MRI can precisely differentiate among glioma subtypes and predict tumour-proliferative behaviour","volume":"29","author":"Su","year":"2019","journal-title":"Eur Radiol"},{"key":"10.1016\/j.acra.2023.07.023_bib24","doi-asserted-by":"crossref","first-page":"519","DOI":"10.1002\/jmri.26643","article-title":"Differentiation between glioblastoma, brain metastasis and subtypes using radiomics analysis","volume":"50","author":"Artzi","year":"2019","journal-title":"J Magn Reson Imaging"},{"key":"10.1016\/j.acra.2023.07.023_bib25","doi-asserted-by":"crossref","first-page":"479","DOI":"10.1148\/radiol.2018180946","article-title":"Radiomics of brain MRI: utility in prediction of metastatic tumor type","volume":"290","author":"Kniep","year":"2019","journal-title":"Radiology"},{"key":"10.1016\/j.acra.2023.07.023_bib26","doi-asserted-by":"crossref","first-page":"388","DOI":"10.1148\/radiol.2019190913","article-title":"Prediction of core signaling pathway by using diffusion- and perfusion-based MRI radiomics and next-generation sequencing in isocitrate dehydrogenase wild-type glioblastoma","volume":"294","author":"Park","year":"2020","journal-title":"Radiology"},{"key":"10.1016\/j.acra.2023.07.023_bib27","doi-asserted-by":"crossref","DOI":"10.3389\/fcell.2021.710461","article-title":"Differentiation between glioblastoma multiforme and metastasis from the lungs and other sites using combined clinical\/routine MRI radiomics","volume":"9","author":"Han","year":"2021","journal-title":"Front Cell Dev Biol"},{"key":"10.1016\/j.acra.2023.07.023_bib28","doi-asserted-by":"crossref","first-page":"806","DOI":"10.3389\/fonc.2019.00806","article-title":"Radiomics-based machine learning in differentiation between glioblastoma and metastatic brain tumors","volume":"9","author":"Chen","year":"2019","journal-title":"Front Oncol"},{"key":"10.1016\/j.acra.2023.07.023_bib29","doi-asserted-by":"crossref","first-page":"8","DOI":"10.3389\/fninf.2014.00008","article-title":"Dipy, a library for the analysis of diffusion MRI data","volume":"8","author":"Garyfallidis","year":"2014","journal-title":"Front Neuroinform"},{"key":"10.1016\/j.acra.2023.07.023_bib30","doi-asserted-by":"crossref","first-page":"1116","DOI":"10.1016\/j.neuroimage.2006.01.015","article-title":"User-guided 3D active contour segmentation of anatomical structures: significantly improved efficiency and reliability","volume":"31","author":"Yushkevich","year":"2006","journal-title":"Neuroimage"},{"key":"10.1016\/j.acra.2023.07.023_bib31","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0237587","article-title":"FeAture Explorer (FAE): a tool for developing and comparing radiomics models","volume":"15","author":"Song","year":"2020","journal-title":"PLoS One"},{"key":"10.1016\/j.acra.2023.07.023_bib32","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0166662","article-title":"Differentiation of glioblastoma from brain metastasis: qualitative and quantitative analysis using arterial spin labeling MR imaging","volume":"11","author":"Sunwoo","year":"2016","journal-title":"PLoS One"},{"key":"10.1016\/j.acra.2023.07.023_bib33","doi-asserted-by":"crossref","first-page":"316","DOI":"10.1148\/radiol.2017151930","article-title":"Imaging correlates of adult glioma genotypes","volume":"284","author":"Smits","year":"2017","journal-title":"Radiology"},{"key":"10.1016\/j.acra.2023.07.023_bib34","doi-asserted-by":"crossref","first-page":"1466","DOI":"10.1016\/j.acra.2019.01.010","article-title":"Discrimination between solitary brain metastasis and glioblastoma multiforme by using ADC-based texture analysis: a comparison of two different ROI placements","volume":"26","author":"Zhang","year":"2019","journal-title":"Acad Radiol"}],"container-title":["Academic Radiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1076633223003926?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1076633223003926?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,10,13]],"date-time":"2024-10-13T20:21:03Z","timestamp":1728850863000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1076633223003926"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3]]},"references-count":34,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2024,3]]}},"alternative-id":["S1076633223003926"],"URL":"https:\/\/doi.org\/10.1016\/j.acra.2023.07.023","relation":{},"ISSN":["1076-6332"],"issn-type":[{"value":"1076-6332","type":"print"}],"subject":[],"published":{"date-parts":[[2024,3]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Radiomics Analysis of Diffusion Kurtosis Imaging: Distinguishing Between Glioblastoma and Single Brain Metastasis","name":"articletitle","label":"Article Title"},{"value":"Academic Radiology","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.acra.2023.07.023","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2023 The Association of University Radiologists. Published by Elsevier Inc. All rights reserved.","name":"copyright","label":"Copyright"}]}}