{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,18]],"date-time":"2026-09-18T12:39:55Z","timestamp":1789735195051,"version":"4.0.1"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["CURR MED SCI"],"published-print":{"date-parts":[[2024,8]]},"DOI":"10.1007\/s11596-024-2890-2","type":"journal-article","created":{"date-parts":[[2024,8,3]],"date-time":"2024-08-03T05:02:07Z","timestamp":1722661327000},"page":"827-832","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A Prediction Model for Detecting Dysthyroid Optic Neuropathy Based on Clinical Factors and Imaging Markers of the Optic Nerve and Cerebrospinal Fluid in the Optic Nerve Sheath"],"prefix":"10.1007","volume":"44","author":[{"given":"Hong-yu","family":"Wu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ban","family":"Luo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gang","family":"Yuan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qiu-xia","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ping","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ya-li","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lin-han","family":"Zhai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wen-zhi","family":"Lv","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lang","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,8,3]]},"reference":[{"issue":"7","key":"2890_CR1","doi-asserted-by":"publisher","first-page":"2711","DOI":"10.1210\/jc.2015-4294","volume":"101","author":"JJ Khong","year":"2016","unstructured":"Khong JJ, Finch S, De Silva C, et al. Risk Factors for Graves\u2019 Orbitopathy; the Australian Thyroid-Associated Orbitopathy Research (ATOR) Study. J Clin Endocrinol Metab, 2016,101(7):2711\u20132720","journal-title":"J Clin Endocrinol Metab"},{"issue":"3","key":"2890_CR2","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1007\/BF03345280","volume":"27","author":"L Bartalena","year":"2004","unstructured":"Bartalena L, Wiersinga WM, Pinchera A. Graves\u2019 ophthalmopathy: state of the art and perspectives. J Endocrinol Invest, 2004,27(3):295\u2013301","journal-title":"J Endocrinol Invest"},{"issue":"11","key":"2890_CR3","doi-asserted-by":"publisher","first-page":"1515","DOI":"10.1016\/S0161-6420(88)32978-7","volume":"95","author":"JM Neigel","year":"1988","unstructured":"Neigel JM, Rootman J, Belkin RI, et al. Dysthyroid Optic Neuropathy. Ophthalmology, 1988,95(11):1515\u20131521","journal-title":"Ophthalmology"},{"issue":"4","key":"2890_CR4","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1136\/bjo.2006.094607","volume":"91","author":"D McKeag","year":"2007","unstructured":"McKeag D, Lane C, Lazarus JH, et al. Clinical features of dysthyroid optic neuropathy: a European Group on Graves\u2019 Orbitopathy (EUGOGO) survey. Br J Ophthalmol, 2007,91(4):455\u2013458","journal-title":"Br J Ophthalmol"},{"issue":"3","key":"2890_CR5","doi-asserted-by":"publisher","first-page":"675","DOI":"10.1148\/radiology.177.3.2243967","volume":"177","author":"RA Nugent","year":"1990","unstructured":"Nugent RA, Belkin RI, Neigel JM, et al. Graves orbitopathy: correlation of CT and clinical findings. Radiology, 1990,177(3):675\u2013682","journal-title":"Radiology"},{"issue":"4SSuppl1","key":"2890_CR6","doi-asserted-by":"publisher","first-page":"S60","DOI":"10.1097\/IOP.0000000000001146","volume":"34","author":"P Saeed","year":"2018","unstructured":"Saeed P, Tavakoli Rad S, Bisschop PHLT. Dysthyroid Optic Neuropathy. Ophthalmic Plast Reconstr Surg, 2018,34(4S Suppl 1):S60\u2013S67","journal-title":"Ophthalmic Plast Reconstr Surg"},{"issue":"7","key":"2890_CR7","doi-asserted-by":"publisher","first-page":"1296","DOI":"10.1016\/S0161-6420(99)00712-5","volume":"106","author":"CD Riemann","year":"1999","unstructured":"Riemann CD, Foster JA, Kosmorsky GS. Direct orbital manometry in patients with thyroid-associated orbitopathy. Ophthalmology, 1999,106(7):1296\u20131302","journal-title":"Ophthalmology"},{"issue":"8","key":"2890_CR8","doi-asserted-by":"publisher","first-page":"5612","DOI":"10.1167\/iovs.10-6907","volume":"52","author":"M Perez-Lopez","year":"2011","unstructured":"Perez-Lopez M, Sales-Sanz M, Rebolleda G, et al. Retrobulbar ocular blood flow changes after orbital decompression in Graves\u2019 ophthalmopathy measured by color Doppler imaging. Invest Ophthalmol Vis Sci, 2011,52(8):5612\u20135617","journal-title":"Invest Ophthalmol Vis Sci"},{"issue":"2","key":"2890_CR9","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1177\/112067211002000226","volume":"20","author":"CR Soni","year":"2010","unstructured":"Soni CR, Johnson LN. Visual Neuropraxia and Progressive Vision Loss from Thyroid-Associated Stretch Optic Neuropathy. Eur J Ophthal, 2010,20(2):429\u2013436","journal-title":"Eur J Ophthal"},{"issue":"979","key":"2890_CR10","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1259\/bjr\/56958444","volume":"82","author":"NI Dodds","year":"2009","unstructured":"Dodds NI, Atcha AW, Birchall D, et al. Use of high-resolution MRI of the optic nerve in Graves\u2019 ophthalmopathy. Br J Radiol, 2009,82(979):541\u2013544","journal-title":"Br J Radiol"},{"issue":"2","key":"2890_CR11","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1159\/000486828","volume":"7","author":"B Rutkowska-Hinc","year":"2018","unstructured":"Rutkowska-Hinc B, Maj E, Jablonska A, et al. Prevalence of Radiological Signs of Dysthyroid Optic Neuropathy in Magnetic Resonance Imaging in Patients with Active, Moderate-to-Severe, and Very Severe Graves Orbitopathy. Eur Thyroid J, 2018,7(2):88\u201394","journal-title":"Eur Thyroid J"},{"issue":"11","key":"2890_CR12","doi-asserted-by":"publisher","first-page":"2123","DOI":"10.3174\/ajnr.A4859","volume":"37","author":"Y Kaichi","year":"2016","unstructured":"Kaichi Y, Tanitame K, Itakura H, et al. Orbital Fat Volumetry and Water Fraction Measurements Using T2-Weighted FSE-IDEAL Imaging in Patients with Thyroid-Associated Orbitopathy. AJNR Am J Neuroradiol, 2016,37(11):2123\u20132128","journal-title":"AJNR Am J Neuroradiol"},{"issue":"2","key":"2890_CR13","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1038\/s41433-018-0304-z","volume":"33","author":"T Das","year":"2019","unstructured":"Das T, Roos JCP, Patterson AJ, et al. T2-relaxation mapping and fat fraction assessment to objectively quantify clinical activity in thyroid eye disease: an initial feasibility study. Eye (Lond), 2019,33(2):235\u2013243","journal-title":"Eye (Lond)"},{"issue":"3","key":"2890_CR14","doi-asserted-by":"publisher","first-page":"636","DOI":"10.1002\/mrm.20624","volume":"54","author":"SB Reeder","year":"2005","unstructured":"Reeder SB, Pineda AR, Wen Z, et al. Iterative decomposition of water and fat with echo asymmetry and least-squares estimation (IDEAL): application with fast spin-echo imaging. Magn Reson Med, 2005,54(3):636\u2013644","journal-title":"Magn Reson Med"},{"issue":"4","key":"2890_CR15","doi-asserted-by":"publisher","first-page":"1032","DOI":"10.1002\/mrm.20654","volume":"54","author":"H Yu","year":"2005","unstructured":"Yu H, Reeder SB, Shimakawa A, et al. Field map estimation with a region growing scheme for iterative 3-point water-fat decomposition. Magn Reson Med, 2005,54(4):1032\u20131039","journal-title":"Magn Reson Med"},{"issue":"6","key":"2890_CR16","doi-asserted-by":"publisher","first-page":"792","DOI":"10.1016\/S0002-9394(14)72787-4","volume":"119","author":"GB Bartley","year":"1995","unstructured":"Bartley GB, Gorman CA. Diagnostic Criteria for Graves\u2019 Ophthalmopathy. Am J Ophthalmol, 1995,119(6):792\u2013795","journal-title":"Am J Ophthalmol"},{"issue":"10","key":"2890_CR17","doi-asserted-by":"publisher","first-page":"7419","DOI":"10.1007\/s00330-021-08030-5","volume":"31","author":"H Wu","year":"2021","unstructured":"Wu H, Luo B, Yuan G, et al. The diagnostic value of the IDEAL-T2WI sequence in dysthyroid optic neuropathy: a quantitative analysis of the optic nerve and cerebrospinal fluid in the optic nerve sheath. Eur Radiol, 2021,31(10):7419\u20137428","journal-title":"Eur Radiol"},{"issue":"2","key":"2890_CR18","doi-asserted-by":"publisher","first-page":"504","DOI":"10.1002\/jmri.21431","volume":"28","author":"IA Humbert","year":"2008","unstructured":"Humbert IA, Reeder SB, Porcaro EJ, et al. Simultaneous estimation of tongue volume and fat fraction using IDEAL-FSE. J Magn Reson Imaging, 2008,28(2):504\u2013508","journal-title":"J Magn Reson Imaging"},{"issue":"7","key":"2890_CR19","doi-asserted-by":"publisher","first-page":"5198","DOI":"10.1007\/s00330-020-07540-y","volume":"31","author":"A Ollitrault","year":"2021","unstructured":"Ollitrault A, Charbonneau F, Herdan ML, et al. Dixon-T2WI magnetic resonance imaging at 3 tesla outperforms conventional imaging for thyroid eye disease. Eur Radiol, 2021,31(7):5198\u20135205","journal-title":"Eur Radiol"},{"issue":"4","key":"2890_CR20","doi-asserted-by":"publisher","first-page":"1076","DOI":"10.2214\/AJR.07.3182","volume":"190","author":"DN Costa","year":"2008","unstructured":"Costa DN, Pedrosa I, McKenzie C, et al. Body MRI using IDEAL. AJR Am J Roentgenol, 2008,190(4):1076\u20131084","journal-title":"AJR Am J Roentgenol"},{"issue":"5","key":"2890_CR21","doi-asserted-by":"publisher","first-page":"1178","DOI":"10.1002\/jmri.24278","volume":"39","author":"L Nardo","year":"2014","unstructured":"Nardo L, Karampinos DC, Lansdown DA, et al. Quantitative assessment of fat infiltration in the rotator cuff muscles using water-fat MRI. J Magn Reson Imaging, 2014,39(5):1178\u20131185","journal-title":"J Magn Reson Imaging"},{"issue":"6512","key":"2890_CR22","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1126\/science.abb8739","volume":"370","author":"M Nedergaard","year":"2020","unstructured":"Nedergaard M, Goldman SA. Glymphatic failure as a final common pathway to dementia. Science, 2020,370(6512):50\u201356","journal-title":"Science"},{"issue":"11","key":"2890_CR23","doi-asserted-by":"publisher","first-page":"4784","DOI":"10.1167\/iovs.17-22290","volume":"58","author":"E Mathieu","year":"2017","unstructured":"Mathieu E, Gupta N, Ahari A, et al. Evidence for Cerebrospinal Fluid Entry Into the Optic Nerve via a Glymphatic Pathway. Invest Ophthalmol Vis Sci, 2017,58(11):4784\u20134791","journal-title":"Invest Ophthalmol Vis Sci"},{"issue":"15","key":"2890_CR24","doi-asserted-by":"publisher","first-page":"5876","DOI":"10.1167\/iovs.18-24521","volume":"59","author":"E Mathieu","year":"2018","unstructured":"Mathieu E, Gupta N, Paczka-Giorgi LA, et al. Reduced Cerebrospinal Fluid Inflow to the Optic Nerve in Glaucoma. Invest Ophthalmol Vis Sci, 2018,59(15):5876\u20135884","journal-title":"Invest Ophthalmol Vis Sci"},{"issue":"12","key":"2890_CR25","doi-asserted-by":"publisher","first-page":"e114694","DOI":"10.1371\/journal.pone.0114694","volume":"9","author":"H Suzuki","year":"2014","unstructured":"Suzuki H, Oku H, Horie T, et al. Changes in expression of aquaporin-4 and aquaporin-9 in optic nerve after crushing in rats. PLoS One, 2014,9(12):e114694","journal-title":"PLoS One"},{"issue":"4","key":"2890_CR26","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1016\/j.ejca.2011.11.036","volume":"48","author":"P Lambin","year":"2012","unstructured":"Lambin P, Rios-Velazquez E, Leijenaar R, et al. Radiomics: extracting more information from medical images using advanced feature analysis. Eur J Cancer, 2012,48(4):441\u2013446","journal-title":"Eur J Cancer"}],"container-title":["Current Medical Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11596-024-2890-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11596-024-2890-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11596-024-2890-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,10]],"date-time":"2024-12-10T22:13:52Z","timestamp":1733868832000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11596-024-2890-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8]]},"references-count":26,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2024,8]]}},"alternative-id":["2890"],"URL":"https:\/\/doi.org\/10.1007\/s11596-024-2890-2","relation":{},"ISSN":["2096-5230","2523-899X"],"issn-type":[{"value":"2096-5230","type":"print"},{"value":"2523-899X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8]]},"assertion":[{"value":"10 January 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 April 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 August 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare that they have no conflict of interest.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of Interest Statement"}}]}}