{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,21]],"date-time":"2026-10-21T22:17:29Z","timestamp":1792621049074,"version":"4.5.0"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,5,15]],"date-time":"2024-05-15T00:00:00Z","timestamp":1715731200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2024,5,15]],"date-time":"2024-05-15T00:00:00Z","timestamp":1715731200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/100000009","name":"Foundation for the National Institutes of Health","doi-asserted-by":"publisher","award":["NCI\/ITCR U01CA242871"],"award-info":[{"award-number":["NCI\/ITCR U01CA242871"]}],"id":[{"id":"10.13039\/100000009","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000009","name":"Foundation for the National Institutes of Health","doi-asserted-by":"publisher","award":["NCI K08CA256045"],"award-info":[{"award-number":["NCI K08CA256045"]}],"id":[{"id":"10.13039\/100000009","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000009","name":"Foundation for the National Institutes of Health","doi-asserted-by":"publisher","award":["U01CA242871"],"award-info":[{"award-number":["U01CA242871"]}],"id":[{"id":"10.13039\/100000009","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000009","name":"Foundation for the National Institutes of Health","doi-asserted-by":"publisher","award":["U24CA279629"],"award-info":[{"award-number":["U24CA279629"]}],"id":[{"id":"10.13039\/100000009","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Sci Data"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>Meningiomas are the most common primary intracranial tumors and can be associated with significant morbidity and mortality. Radiologists, neurosurgeons, neuro-oncologists, and radiation oncologists rely on brain MRI for diagnosis, treatment planning, and longitudinal treatment monitoring. However, automated, objective, and quantitative tools for non-invasive assessment of meningiomas on multi-sequence MR images are not available. Here we present the BraTS Pre-operative Meningioma Dataset, as the largest multi-institutional expert annotated multilabel meningioma multi-sequence MR image dataset to date. This dataset includes 1,141 multi-sequence MR images from six sites, each with four structural MRI sequences (T2-, T2\/FLAIR-, pre-contrast T1-, and post-contrast T1-weighted) accompanied by expert manually refined segmentations of three distinct meningioma sub-compartments: enhancing tumor, non-enhancing tumor, and surrounding non-enhancing T2\/FLAIR hyperintensity. Basic demographic data are provided including age at time of initial imaging, sex, and CNS WHO grade. The goal of releasing this dataset is to facilitate the development of automated computational methods for meningioma segmentation and expedite their incorporation into clinical practice, ultimately targeting improvement in the care of meningioma patients.<\/jats:p>","DOI":"10.1038\/s41597-024-03350-9","type":"journal-article","created":{"date-parts":[[2024,5,15]],"date-time":"2024-05-15T05:02:25Z","timestamp":1715749345000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":28,"title":["A multi-institutional meningioma MRI dataset for automated multi-sequence image segmentation"],"prefix":"10.1038","volume":"11","author":[{"given":"Dominic","family":"LaBella","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Omaditya","family":"Khanna","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9829-5748","authenticated-orcid":false,"given":"Shan","family":"McBurney-Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ryan","family":"Mclean","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pierre","family":"Nedelec","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arif S.","family":"Rashid","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-5863-0219","authenticated-orcid":false,"given":"Nourel hoda","family":"Tahon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Talissa","family":"Altes","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ujjwal","family":"Baid","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Radhika","family":"Bhalerao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2263-0452","authenticated-orcid":false,"given":"Yaseen","family":"Dhemesh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Scott","family":"Floyd","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Devon","family":"Godfrey","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fathi","family":"Hilal","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anastasia","family":"Janas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anahita","family":"Kazerooni","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Collin","family":"Kent","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"John","family":"Kirkpatrick","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0642-7884","authenticated-orcid":false,"given":"Florian","family":"Kofler","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kevin","family":"Leu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nazanin","family":"Maleki","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bjoern","family":"Menze","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maxence","family":"Pajot","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zachary J.","family":"Reitman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jeffrey D.","family":"Rudie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rachit","family":"Saluja","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yury","family":"Velichko","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chunhao","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pranav I.","family":"Warman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8120-2223","authenticated-orcid":false,"given":"Nico","family":"Sollmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Diffley","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Khanak K.","family":"Nandolia","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel I","family":"Warren","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ali","family":"Hussain","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-2184-4013","authenticated-orcid":false,"given":"John Pascal","family":"Fehringer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yulia","family":"Bronstein","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lisa","family":"Deptula","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Evan G.","family":"Stein","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mahsa","family":"Taherzadeh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eduardo","family":"Portela de Oliveira","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aoife","family":"Haughey","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marinos","family":"Kontzialis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luca","family":"Saba","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Benjamin","family":"Turner","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Melanie M. T.","family":"Br\u00fc\u00dfeler","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shehbaz","family":"Ansari","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-0668-425X","authenticated-orcid":false,"given":"Athanasios","family":"Gkampenis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David Maximilian","family":"Weiss","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aya","family":"Mansour","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Islam H.","family":"Shawali","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nikolay","family":"Yordanov","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joel M.","family":"Stein","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Roula","family":"Hourani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohammed Yahya","family":"Moshebah","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ahmed Magdy","family":"Abouelatta","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tanvir","family":"Rizvi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Klara","family":"Willms","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dann C.","family":"Martin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abdullah","family":"Okar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gennaro","family":"D\u2019Anna","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ahmed","family":"Taha","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5563-6311","authenticated-orcid":false,"given":"Yasaman","family":"Sharifi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shahriar","family":"Faghani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8627-1036","authenticated-orcid":false,"given":"Dominic","family":"Kite","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marco","family":"Pinho","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8006-6426","authenticated-orcid":false,"given":"Muhammad Ammar","family":"Haider","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michelle","family":"Alonso-Basanta","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Javier","family":"Villanueva-Meyer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andreas M.","family":"Rauschecker","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ayman","family":"Nada","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mariam","family":"Aboian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adam","family":"Flanders","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8734-6482","authenticated-orcid":false,"given":"Spyridon","family":"Bakas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Evan","family":"Calabrese","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,5,15]]},"reference":[{"key":"3350_CR1","doi-asserted-by":"publisher","first-page":"319","DOI":"10.3390\/biomedicines9030319","volume":"9","author":"C Ogasawara","year":"2021","unstructured":"Ogasawara, C., Philbrick, B. D. & Adamson, D. C. Meningioma: A Review of Epidemiology, Pathology, Diagnosis, Treatment, and Future Directions. Biomedicines 9, 319 (2021).","journal-title":"Biomedicines"},{"key":"3350_CR2","doi-asserted-by":"crossref","unstructured":"Huntoon, K., Toland, A. M. S. & Dahiya, S. Meningioma: A Review of Clinicopathological and Molecular Aspects. Front Oncol 10, (2020).","DOI":"10.3389\/fonc.2020.579599"},{"key":"3350_CR3","doi-asserted-by":"publisher","first-page":"1455","DOI":"10.1097\/00000478-199712000-00008","volume":"21","author":"A Perry","year":"1997","unstructured":"Perry, A., Stafford, S. L., Scheithauer, B. W., Suman, V. J. & Lohse, C. M. Meningioma Grading. Am J Surg Pathol 21, 1455\u20131465 (1997).","journal-title":"Am J Surg Pathol"},{"key":"3350_CR4","doi-asserted-by":"publisher","first-page":"1231","DOI":"10.1093\/neuonc\/noab106","volume":"23","author":"DN Louis","year":"2021","unstructured":"Louis, D. N. et al. The 2021 WHO Classification of Tumors of the Central Nervous System: a summary. Neuro Oncol 23, 1231\u20131251 (2021).","journal-title":"Neuro Oncol"},{"key":"3350_CR5","first-page":"2046","volume":"85","author":"A Perry","year":"1999","unstructured":"Perry, A., Scheithauer, B. W., Stafford, S. L., Lohse, C. M. & Wollan, P. C. \u2018Malignancy\u2019 in meningiomas: a clinicopathologic study of 116 patients, with grading implications. Cancer 85, 2046\u201356 (1999).","journal-title":"Cancer"},{"key":"3350_CR6","doi-asserted-by":"publisher","first-page":"6458","DOI":"10.1002\/cam4.2516","volume":"8","author":"D Lin","year":"2019","unstructured":"Lin, D. et al. Trends in intracranial meningioma incidence in the United States, 2004\u20102015. Cancer Med 8, 6458\u20136467 (2019).","journal-title":"Cancer Med"},{"key":"3350_CR7","doi-asserted-by":"publisher","first-page":"1993","DOI":"10.1109\/TMI.2014.2377694","volume":"34","author":"BH Menze","year":"2015","unstructured":"Menze, B. H. et al. The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans Med Imaging 34, 1993\u20132024 (2015).","journal-title":"IEEE Trans Med Imaging"},{"key":"3350_CR8","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2017.117","volume":"4","author":"S Bakas","year":"2017","unstructured":"Bakas, S. et al. Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features. Sci Data 4, 170117 (2017).","journal-title":"Sci Data"},{"key":"3350_CR9","unstructured":"Bakas, S. BraTS 2023 Glioma Challenge. in (Vancouver, 2023)."},{"key":"3350_CR10","unstructured":"LaBella, D. et al. The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma. ArXiv (2023)."},{"key":"3350_CR11","doi-asserted-by":"publisher","first-page":"1045","DOI":"10.1007\/s10278-013-9622-7","volume":"26","author":"K Clark","year":"2013","unstructured":"Clark, K. et al. The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository. J Digit Imaging 26, 1045\u20131057 (2013).","journal-title":"J Digit Imaging"},{"key":"3350_CR12","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-07859-0","volume":"12","author":"A Vassantachart","year":"2022","unstructured":"Vassantachart, A. et al. Automatic differentiation of Grade I and II meningiomas on magnetic resonance image using an asymmetric convolutional neural network. Sci Rep 12, 3806 (2022).","journal-title":"Sci Rep"},{"key":"3350_CR13","unstructured":"Synapse: Brain Tumor Segmentation (BraTS) Cluster of Challenges. https:\/\/www.synapse.org\/#!Synapse:syn51156910\/wiki\/."},{"key":"3350_CR14","doi-asserted-by":"publisher","unstructured":"Calabrese, E. & LaBella, D. BraTS Meningioma Dataset. Synapse https:\/\/doi.org\/10.7303\/syn51514106 (2023).","DOI":"10.7303\/syn51514106"},{"key":"3350_CR15","doi-asserted-by":"publisher","first-page":"798","DOI":"10.1002\/hbm.20906","volume":"31","author":"T Rohlfing","year":"2010","unstructured":"Rohlfing, T., Zahr, N. M., Sullivan, E. V. & Pfefferbaum, A. The SRI24 multichannel atlas of normal adult human brain structure. Hum Brain Mapp 31, 798\u2013819 (2010).","journal-title":"Hum Brain Mapp"},{"key":"3350_CR16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2020.117081","volume":"220","author":"S Thakur","year":"2020","unstructured":"Thakur, S. et al. Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training. Neuroimage 220, 117081 (2020).","journal-title":"Neuroimage"},{"key":"3350_CR17","doi-asserted-by":"publisher","first-page":"204002","DOI":"10.1088\/1361-6560\/ac9449","volume":"67","author":"S Pati","year":"2022","unstructured":"Pati, S. et al. The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research. Phys Med Biol 67, 204002 (2022).","journal-title":"Phys Med Biol"},{"key":"3350_CR18","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-33407-5","volume":"13","author":"S Pati","year":"2022","unstructured":"Pati, S. et al. Federated learning enables big data for rare cancer boundary detection. Nat Commun 13, 7346 (2022).","journal-title":"Nat Commun"},{"key":"3350_CR19","doi-asserted-by":"publisher","first-page":"35","DOI":"10.3171\/2016.11.JNS161170","volume":"129","author":"L Rogers","year":"2018","unstructured":"Rogers, L. et al. Intermediate-risk meningioma: initial outcomes from NRG Oncology RTOG 0539. J Neurosurg 129, 35\u201347 (2018).","journal-title":"J Neurosurg"},{"key":"3350_CR20","doi-asserted-by":"publisher","first-page":"790","DOI":"10.1016\/j.ijrobp.2019.11.028","volume":"106","author":"CL Rogers","year":"2020","unstructured":"Rogers, C. L. et al. High-risk Meningioma: Initial Outcomes From NRG Oncology\/RTOG 0539. Int J Radiat Oncol Biol Phys 106, 790\u2013799 (2020).","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"3350_CR21","doi-asserted-by":"publisher","first-page":"e46","DOI":"10.1016\/j.ijrobp.2022.07.775","volume":"114","author":"N Martz","year":"2022","unstructured":"Martz, N. et al. ANOCEF Consensus Guideline on Target Volume Delineation for Meningiomas Radiotherapy. International Journal of Radiation Oncology*Biology*Physics 114, e46 (2022).","journal-title":"International Journal of Radiation Oncology*Biology*Physics"},{"key":"3350_CR22","doi-asserted-by":"publisher","first-page":"116","DOI":"10.5662\/wjm.v11.i4.116","volume":"11","author":"P Nasa","year":"2021","unstructured":"Nasa, P., Jain, R. & Juneja, D. Delphi methodology in healthcare research: How to decide its appropriateness. World J Methodol 11, 116\u2013129 (2021).","journal-title":"World J Methodol"},{"key":"3350_CR23","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1016\/j.crad.2006.09.009","volume":"62","author":"S O\u2019Leary","year":"2007","unstructured":"O\u2019Leary, S., Adams, W. M., Parrish, R. W. & Mukonoweshuro, W. Atypical imaging appearances of intracranial meningiomas. Clin Radiol 62, 10\u201317 (2007).","journal-title":"Clin Radiol"},{"key":"3350_CR24","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1007\/s13244-013-0302-4","volume":"5","author":"J Watts","year":"2014","unstructured":"Watts, J. et al. Magnetic resonance imaging of meningiomas: a pictorial review. Insights Imaging 5, 113\u2013122 (2014).","journal-title":"Insights Imaging"},{"key":"3350_CR25","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1007\/s007010050106","volume":"140","author":"M Bitzer","year":"1998","unstructured":"Bitzer, M. et al. Angiogenesis and Brain Oedema in Intracranial Meningiomas: Influence of Vascular Endothelial Growth Factor. Acta Neurochir (Wien) 140, 333\u2013340 (1998).","journal-title":"Acta Neurochir (Wien)"},{"key":"3350_CR26","doi-asserted-by":"publisher","first-page":"1116","DOI":"10.1016\/j.neuroimage.2006.01.015","volume":"31","author":"PA Yushkevich","year":"2006","unstructured":"Yushkevich, P. A. et al. User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability. Neuroimage 31, 1116\u20131128 (2006).","journal-title":"Neuroimage"},{"key":"3350_CR27","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.18","volume":"3","author":"MD Wilkinson","year":"2016","unstructured":"Wilkinson, M. D. et al. The FAIR Guiding Principles for scientific data management and stewardship. Sci Data 3, 160018 (2016).","journal-title":"Sci Data"}],"container-title":["Scientific Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.nature.com\/articles\/s41597-024-03350-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41597-024-03350-9","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41597-024-03350-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,15]],"date-time":"2024-05-15T05:05:44Z","timestamp":1715749544000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.nature.com\/articles\/s41597-024-03350-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,15]]},"references-count":27,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2024,12]]}},"alternative-id":["3350"],"URL":"https:\/\/doi.org\/10.1038\/s41597-024-03350-9","relation":{},"ISSN":["2052-4463"],"issn-type":[{"value":"2052-4463","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,5,15]]},"assertion":[{"value":"20 February 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 May 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 May 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"496"}}