Gland segmentation in colon histology images: The GlaS challenge contest

作者: Korsuk Sirinukunwattana , Josien P.W. Pluim , Hao Chen , Xiaojuan Qi , Pheng-Ann Heng

DOI: 10.1016/J.MEDIA.2016.08.008

关键词: PathologyMedical imagingHistologyDigital pathologyMedicineColorectal cancerColorectal adenocarcinomaSegmentationIntestinal glandGrading (tumors)

摘要: Colorectal adenocarcinoma originating in intestinal glandular structures is the most common form of colon cancer. In clinical practice, the morphology of intestinal glands, including …

参考文章(53)
Fred T Bosman, Fatima Carneiro, Ralph H Hruban, Neil D Theise, WHO Classification of Tumours of the Digestive System WHO classification of tumours of the digestive system.. ,(2010)
Metin N. Gurcan, Anant Madabhushi, Nasir Rajpoot, Pattern recognition in histopathological images: an ICPR 2010 contest international conference on pattern recognition. pp. 226- 234 ,(2010) , 10.1007/978-3-642-17711-8_23
Philipp Fischer, Thomas Brox, None, U-Net: Convolutional Networks for Biomedical Image Segmentation medical image computing and computer assisted intervention. pp. 234- 241 ,(2015) , 10.1007/978-3-319-24574-4_28
Jonathan Long, Evan Shelhamer, Trevor Darrell, Fully convolutional networks for semantic segmentation computer vision and pattern recognition. pp. 3431- 3440 ,(2015) , 10.1109/CVPR.2015.7298965
Alan L. Yuille, Liang-Chieh Chen, Iasonas Kokkinos, Kevin Murphy, George Papandreou, Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs arXiv: Computer Vision and Pattern Recognition. ,(2014)
Korsuk Sirinukunwattana, David R. J. Snead, Nasir M. Rajpoot, A Stochastic Polygons Model for Glandular Structures in Colon Histology Images IEEE Transactions on Medical Imaging. ,vol. 34, pp. 2366- 2378 ,(2015) , 10.1109/TMI.2015.2433900
Nick Barker, Adult intestinal stem cells: critical drivers of epithelial homeostasis and regeneration Nature Reviews Molecular Cell Biology. ,vol. 15, pp. 19- 33 ,(2014) , 10.1038/NRM3721
Peter R Gibson, Robert P Anderson, John M Mariadason, Andrew J Wilson, None, Protective role of the epithelium of the small intestine and colon. Inflammatory Bowel Diseases. ,vol. 2, pp. 279- 302 ,(1996) , 10.1097/00054725-199612000-00011
Thomas R Fanshawe, Andrew G Lynch, Ian O Ellis, Andrew R Green, Rudolf Hanka, None, Assessing agreement between multiple raters with missing rating information, applied to breast cancer tumour grading. PLOS ONE. ,vol. 3, ,(2008) , 10.1371/JOURNAL.PONE.0002925
Lee R. Dice, Measures of the Amount of Ecologic Association Between Species Ecology. ,vol. 26, pp. 297- 302 ,(1945) , 10.2307/1932409