{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T11:57:33Z","timestamp":1775044653602,"version":"3.50.1"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,4]]},"DOI":"10.1109\/icassp.2015.7178109","type":"proceedings-article","created":{"date-parts":[[2015,8,12]],"date-time":"2015-08-12T18:45:43Z","timestamp":1439405143000},"page":"947-951","source":"Crossref","is-referenced-by-count":128,"title":["Deep convolutional activation features for large scale Brain Tumor histopathology image classification and segmentation"],"prefix":"10.1109","author":[{"given":"Yan","family":"Xu","sequence":"first","affiliation":[]},{"given":"Zhipeng","family":"Jia","sequence":"additional","affiliation":[]},{"given":"Yuqing","family":"Ai","sequence":"additional","affiliation":[]},{"given":"Fang","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Maode","family":"Lai","sequence":"additional","affiliation":[]},{"given":"Eric I-Chao","family":"Chang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","year":"0","journal-title":"The Gliomas"},{"key":"ref11","author":"multiforme","year":"0"},{"key":"ref12","article-title":"A theoretical analysis of feature pooling in visual recognition","author":"boureau","year":"2010","journal-title":"ICML"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248090"},{"key":"ref14","article-title":"Clas-sification of tumor histology via morphometric context","author":"chang","year":"2013","journal-title":"CVPR"},{"key":"ref15","first-page":"1037","article-title":"Automatic classification for pathological prostate images based on fractal analysis","volume":"28","author":"huang","year":"2009","journal-title":"TMI"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2008.08.027"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2010.2094200"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2012.6235544"},{"key":"ref19","article-title":"Classification of tumor histopathology via sparse feature learning","author":"nayak","year":"2013","journal-title":"ISBI"},{"key":"ref4","article-title":"Improving neural networks by preventing co-adaptation of feature detectors","author":"hinton","year":"2012","journal-title":"arXiv preprint arXiv 1207 0580"},{"key":"ref3","article-title":"Multi-scale orderless pooling of deep convolutional activation features","author":"gong","year":"2014","journal-title":"ECCV"},{"key":"ref6","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"NIPS"},{"key":"ref5","article-title":"ILSVRC-2013","author":"russakovsky","year":"2013"},{"key":"ref8","article-title":"CNN features off-the-shelf: an astounding baseline for recog-nition","author":"razavian","year":"2014","journal-title":"ArXiv Preprint arXiv 1403 6382"},{"key":"ref7","article-title":"Learning and transferring mid-level image representative using convolutional neural networks","author":"oquab","year":"2014","journal-title":"CVPR"},{"key":"ref2","article-title":"Rich feature hierarchies for accurate object detection and semantic segmen-tation","author":"girshick","year":"2014","journal-title":"CVPR"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6853873"},{"key":"ref9","year":"0","journal-title":"Brain Tumor Digital Pathology Challenge"},{"key":"ref20","article-title":"DeCAF: A deep convolutional activation feature for generic visual recognition","author":"donahue","year":"2014","journal-title":"ICML"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2014.01.010"},{"key":"ref21","article-title":"Overfeat: Integrated recognition, localization and detection using convolutional networks","author":"sermanet","year":"2014","journal-title":"ICLRE"},{"key":"ref23","year":"0","journal-title":"The Cancer Genome Atlas"}],"event":{"name":"ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"South Brisbane, Queensland, Australia","start":{"date-parts":[[2015,4,19]]},"end":{"date-parts":[[2015,4,24]]}},"container-title":["2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7158221\/7177909\/07178109.pdf?arnumber=7178109","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,3,25]],"date-time":"2017-03-25T01:21:28Z","timestamp":1490404888000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7178109\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,4]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/icassp.2015.7178109","relation":{},"subject":[],"published":{"date-parts":[[2015,4]]}}}