{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,15]],"date-time":"2024-09-15T06:30:47Z","timestamp":1726381847504},"reference-count":19,"publisher":"Springer Science and Business Media LLC","issue":"S2","content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["BMC Med Inform Decis Mak"],"published-print":{"date-parts":[[2016,7]]},"DOI":"10.1186\/s12911-016-0312-5","type":"journal-article","created":{"date-parts":[[2016,7,21]],"date-time":"2016-07-21T11:08:56Z","timestamp":1469099336000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A seeding-searching-ensemble method for gland segmentation in H&amp;E-stained images"],"prefix":"10.1186","volume":"16","author":[{"given":"Yizhe","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lin","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John D.","family":"MacKenzie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rageshree","family":"Ramachandran","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Danny Z.","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,7,21]]},"reference":[{"issue":"5","key":"312_CR1","doi-asserted-by":"crossref","first-page":"898","DOI":"10.1109\/TPAMI.2010.161","volume":"33","author":"P Arbelaez","year":"2011","unstructured":"Arbelaez P, Maire M, Fowlkes C, Malik J. Contour detection and hierarchical image segmentation. IEEE Trans Pattern Anal Mach Intell. 2011; 33(5):898\u2013916.","journal-title":"IEEE Trans Pattern Anal Mach Intell."},{"key":"312_CR2","doi-asserted-by":"crossref","unstructured":"Bosch A, Zisserman A, Munoz X. Representing shape with a spatial pyramid kernel. In: Proceedings of the 6th ACM International Conference on Image and Video Retrieval: 2007. p. 401\u2013408.","DOI":"10.1145\/1282280.1282340"},{"issue":"1","key":"312_CR3","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman L. Random forests. Mach Learn. 2001; 45(1):5\u201332.","journal-title":"Mach Learn"},{"key":"312_CR4","doi-asserted-by":"crossref","unstructured":"Chang C-C, Lin C-J. LIBSVM: A library for support vector machines. ACM Trans Intell Syst Technol. 2011; 2. 27:1\u201327:27.","DOI":"10.1145\/1961189.1961199"},{"issue":"05","key":"312_CR5","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1142\/S0218195902000955","volume":"12","author":"DZ Chen","year":"2002","unstructured":"Chen DZ, Wang J, Wu X. Image segmentation with asteroidality\/tubularity and smoothness constraints. Int J Comput Geom Appl. 2002; 12(05):413\u201328.","journal-title":"Int J Comput Geom Appl."},{"key":"312_CR6","doi-asserted-by":"crossref","unstructured":"Dalal N, Triggs B. Histograms of oriented gradients for human detection. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR): 2005. p. 886\u2013893.","DOI":"10.1109\/CVPR.2005.177"},{"key":"312_CR7","doi-asserted-by":"crossref","unstructured":"Dietterich TG. Ensemble methods in machine learning. In: The 1st International Workshop on Multiple Classifier Systems: 1.","DOI":"10.1007\/3-540-45014-9_1"},{"issue":"2","key":"312_CR8","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1007\/s11263-009-0275-4","volume":"88","author":"M Everingham","year":"2010","unstructured":"Everingham M, Van Gool L, Williams CK, Winn J, Zisserman A. The PASCAL visual object classes (VOC) challenge. Int J Comput Vis. 2010; 88(2):303\u201338.","journal-title":"Int J Comput Vis"},{"key":"312_CR9","doi-asserted-by":"crossref","unstructured":"Fu H, Qiu G, Ilyas M, Shu J. Glandvision: A novel polar space random field model for glandular biological structure detection. In: The 23rd British Machine Vision Conference (BMVC): 2012. p. 1\u201312.","DOI":"10.5244\/C.26.42"},{"issue":"3","key":"312_CR10","doi-asserted-by":"crossref","first-page":"764","DOI":"10.1109\/TMI.2013.2296572","volume":"33","author":"H Fu","year":"2014","unstructured":"Fu H, Qiu G, Shu J, Ilyas M. A novel polar space random field model for the detection of glandular structures. IEEE Trans Med Imaging. 2014; 33(3):764\u201376.","journal-title":"IEEE Trans Med Imaging"},{"issue":"1","key":"312_CR11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.media.2009.09.001","volume":"14","author":"C Gunduz-Demir","year":"2010","unstructured":"Gunduz-Demir C, Kandemir M, Tosun AB, Sokmensuer C. Automatic segmentation of colon glands using object-graphs. Med Image Anal. 2010; 14(1):1\u201312.","journal-title":"Med Image Anal"},{"key":"312_CR12","doi-asserted-by":"crossref","unstructured":"Hosmer Jr DW, Lemeshow S. Applied Logistic Regression: Wiley; 2004.","DOI":"10.1002\/0470011815.b2a10029"},{"key":"312_CR13","unstructured":"Krizhevsky A, Sutskever I, Hinton GE. ImageNet classification with deep convolutional neural networks. In: Advances in Neural Information Processing Systems: 2012. p. 1097\u20131105."},{"issue":"1","key":"312_CR14","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/0165-1684(94)90060-4","volume":"38","author":"F Meyer","year":"1994","unstructured":"Meyer F. Topographic distance and watershed lines. Sign Process. 1994; 38(1):113\u2013125.","journal-title":"Sign Process"},{"issue":"12","key":"312_CR15","doi-asserted-by":"crossref","first-page":"2187","DOI":"10.1016\/j.humpath.2012.03.008","volume":"43","author":"BV Naini","year":"2012","unstructured":"Naini BV, Cortina G. A histopathologic scoring system as a tool for standardized reporting of chronic (ileo) colitis and independent risk assessment for inflammatory bowel disease. Hum Pathol. 2012; 43(12):2187\u201396.","journal-title":"Hum Pathol"},{"key":"312_CR16","doi-asserted-by":"crossref","unstructured":"Nguyen K, Sarkar A, Jain AK. Structure and context in prostatic gland segmentation and classification. In: International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Part I: 2012. p. 115\u2013123.","DOI":"10.1007\/978-3-642-33415-3_15"},{"key":"312_CR17","unstructured":"Sobel I. An isotropic 3 \u00d7 3 image gradient operator. Machine Vision for Three-Dimensional Scenes. 1990."},{"key":"312_CR18","doi-asserted-by":"crossref","unstructured":"Vondrick C, Khosla A, Malisiewicz T, Torralba A. Hoggles: Visualizing object detection features. In: IEEE International Conference on Computer Vision (ICCV): 2013. p. 1\u20138.","DOI":"10.1109\/ICCV.2013.8"},{"key":"312_CR19","doi-asserted-by":"crossref","unstructured":"Wang J, MacKenzie JD, Ramachandran R, Chen DZ. Detection of glands and villi by collaboration of domain knowledge and deep learning. In: International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Part II: 2015. p. 20\u201327.","DOI":"10.1007\/978-3-319-24571-3_3"}],"container-title":["BMC Medical Informatics and Decision Making"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s12911-016-0312-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,11]],"date-time":"2019-09-11T15:13:48Z","timestamp":1568214828000},"score":1,"resource":{"primary":{"URL":"http:\/\/bmcmedinformdecismak.biomedcentral.com\/articles\/10.1186\/s12911-016-0312-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7]]},"references-count":19,"journal-issue":{"issue":"S2","published-print":{"date-parts":[[2016,7]]}},"alternative-id":["312"],"URL":"https:\/\/doi.org\/10.1186\/s12911-016-0312-5","relation":{},"ISSN":["1472-6947"],"issn-type":[{"value":"1472-6947","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,7]]},"article-number":"80"}}