{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T03:16:59Z","timestamp":1740107819916,"version":"3.37.3"},"reference-count":15,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T00:00:00Z","timestamp":1570579200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T00:00:00Z","timestamp":1570579200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2020,5]]},"DOI":"10.1007\/s00500-019-04403-7","type":"journal-article","created":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T17:05:28Z","timestamp":1570640728000},"page":"7827-7833","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Computerized grading of brain tumors supplemented by artificial intelligence"],"prefix":"10.1007","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6638-2772","authenticated-orcid":false,"given":"S. K.","family":"Aruna","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Sindhanaiselvan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"B.","family":"Madhusudhanan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,10,9]]},"reference":[{"issue":"7","key":"4403_CR1","doi-asserted-by":"publisher","first-page":"925","DOI":"10.1109\/TIP.2005.849319","volume":"14","author":"DA Clausi","year":"2005","unstructured":"Clausi DA, Deng H (2005) Design-based texture feature fusion using Gabor filters and co-occurrence probabilities. IEEE Trans Image Process 14(7):925\u2013936","journal-title":"IEEE Trans Image Process"},{"key":"4403_CR2","doi-asserted-by":"publisher","first-page":"775","DOI":"10.1016\/j.procs.2018.05.089","volume":"132","author":"J Dogra","year":"2018","unstructured":"Dogra J, Jain S, Sood M (2018) Segmentation of MR images using hybrid kmean-graph cut technique. Procedia Comput Sci 132:775\u2013784","journal-title":"Procedia Comput Sci"},{"key":"4403_CR3","doi-asserted-by":"crossref","unstructured":"Gholami R, Fakhari N (2017) Support vector machine: principles, parameters, and applications. In: Handbook of neural computation. Academic Press, pp 515\u2013535","DOI":"10.1016\/B978-0-12-811318-9.00027-2"},{"issue":"26","key":"4403_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.17485\/ijst\/2016\/v9i26\/93418","volume":"9","author":"L Greeshma","year":"2016","unstructured":"Greeshma L, Pradeepini G (2016) Big data analytics with Apache Hadoop mapreduce framework. Indian J Sci Technol 9(26):1\u20135","journal-title":"Indian J Sci Technol"},{"issue":"4","key":"4403_CR5","doi-asserted-by":"publisher","first-page":"917","DOI":"10.1177\/1536867X1601600407","volume":"16","author":"N Guenther","year":"2016","unstructured":"Guenther N, Schonlau M (2016) Support vector machines. Stata J 16(4):917\u2013937","journal-title":"Stata J"},{"issue":"11","key":"4403_CR6","doi-asserted-by":"publisher","first-page":"132","DOI":"10.3390\/sym8110132","volume":"8","author":"A Hasan","year":"2016","unstructured":"Hasan A et al (2016) Segmentation of brain tumors in MRI images using three-dimensional active contour without edge. Symmetry 8(11):132","journal-title":"Symmetry"},{"key":"4403_CR7","doi-asserted-by":"publisher","first-page":"1971","DOI":"10.1016\/j.sbspro.2015.06.210","volume":"195","author":"L Lalaoui","year":"2015","unstructured":"Lalaoui L, Mohamadi T, Djaalab A (2015) New method for image segmentation. Procedia Soc Behav Sci 195:1971\u20131980","journal-title":"Procedia Soc Behav Sci"},{"key":"4403_CR8","doi-asserted-by":"publisher","first-page":"753","DOI":"10.1016\/j.nicl.2016.09.021","volume":"12","author":"N Sauwen","year":"2016","unstructured":"Sauwen N et al (2016) Comparison of unsupervised classification methods for brain tumor segmentation using multi-parametric MRI. NeuroImage Clin 12:753\u2013764","journal-title":"NeuroImage Clin"},{"key":"4403_CR9","unstructured":"Sehgal D, Agarwal AK (2018) Real-time sentiment analysis of big data applications using Twitter data with Hadoop framework. In: Soft computing: theories and applications. Springer, Singapore, pp 765\u2013772"},{"key":"4403_CR10","first-page":"178","volume":"5","author":"JA Shah","year":"2016","unstructured":"Shah JA, Suralkar SR et al (2016) Brain tumor detection from MRI images using fuzzy C-means segmentation. Int J Adv Res Comput Commun Eng 5:178\u2013183","journal-title":"Int J Adv Res Comput Commun Eng"},{"key":"4403_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.media.2014.10.012","volume":"20","author":"E Smistad","year":"2015","unstructured":"Smistad E, Falch TL, Bozorgi M, Elster AC, Lindseth F (2015) Medical image segmentation on GPUs\u2014a comprehensive review. Med Image Anal 20:1\u201318","journal-title":"Med Image Anal"},{"key":"4403_CR12","doi-asserted-by":"publisher","first-page":"669","DOI":"10.1016\/j.procs.2016.05.252","volume":"85","author":"V Sowjanya","year":"2016","unstructured":"Sowjanya V, Rao GS, Sarvani A (2016) Investigation of optimal wavelet techniques for de-noising of MRI brain abnormal image. Procedia Comput Sci 85:669\u2013675","journal-title":"Procedia Comput Sci"},{"key":"4403_CR13","doi-asserted-by":"crossref","unstructured":"Xuan X, Liao Q (2007) Statistical structure analysis in MRI brain tumor segmentation. In: Fourth international conference on image and graphics (ICIG 2007). IEEE, pp 421\u2013426","DOI":"10.1109\/ICIG.2007.181"},{"issue":"9","key":"4403_CR14","doi-asserted-by":"publisher","first-page":"2935","DOI":"10.1007\/s00500-017-2547-1","volume":"22","author":"Y Xue","year":"2018","unstructured":"Xue Y, Jiang J, Zhao B, Ma T (2018) A self-adaptive artificial bee colony algorithm based on global best for global optimization. Soft Comput 22(9):2935\u20132952","journal-title":"Soft Comput"},{"issue":"1","key":"4403_CR15","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1109\/42.906424","volume":"20","author":"Y Zhang","year":"2001","unstructured":"Zhang Y, Brady M, Smith S (2001) Segmentation of brain MR images through a hidden Markov random field model and the expectation\u2013maximization algorithm. IEEE Trans Med Imaging 20(1):45\u201357","journal-title":"IEEE Trans Med Imaging"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-019-04403-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-019-04403-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-019-04403-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,7]],"date-time":"2020-10-07T23:08:15Z","timestamp":1602112095000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-019-04403-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,9]]},"references-count":15,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2020,5]]}},"alternative-id":["4403"],"URL":"https:\/\/doi.org\/10.1007\/s00500-019-04403-7","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"type":"print","value":"1432-7643"},{"type":"electronic","value":"1433-7479"}],"subject":[],"published":{"date-parts":[[2019,10,9]]},"assertion":[{"value":"9 October 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"All authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}