{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T12:32:46Z","timestamp":1771504366010,"version":"3.50.1"},"reference-count":36,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/tencon.2018.8650376","type":"proceedings-article","created":{"date-parts":[[2019,3,18]],"date-time":"2019-03-18T21:10:38Z","timestamp":1552943438000},"page":"0673-0678","source":"Crossref","is-referenced-by-count":9,"title":["Automatic System for Detecting Invasive Ductal Carcinoma Using Convolutional Neural Networks"],"prefix":"10.1109","author":[{"given":"Md. Jamil-Ur","family":"Rahman","sequence":"first","affiliation":[]},{"given":"Rafi Ibn","family":"Sultan","sequence":"additional","affiliation":[]},{"given":"Firoz","family":"Mahmud","sequence":"additional","affiliation":[]},{"given":"Sazid Al","family":"Ahsan","sequence":"additional","affiliation":[]},{"given":"Abdul","family":"Matin","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","article-title":"ADADELTA: an adaptive learning rate method","author":"zeiler","year":"2012"},{"key":"ref32","article-title":"Understanding the difficulty of training deep feedforward neural networks","author":"glorot","year":"0","journal-title":"Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3233\/IDA-2002-6504"},{"key":"ref30","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"The Journal of Machine Learning Research"},{"key":"ref36","article-title":"A probabilistic interpretation of precision, recall and F-score, with implication for evaluation","author":"goutte","year":"2005","journal-title":"European Conference on Information Retrieval"},{"key":"ref35","first-page":"128","author":"chollet","year":"2015","journal-title":"Keras"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(98)00010-0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727519"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.4103\/2153-3539.186902"},{"key":"ref12","article-title":"U-net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"0","journal-title":"International Conference on Medical Image Computing and Computer-Assisted Intervention"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.07.005"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.4.541"},{"key":"ref15","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.09.021"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1456223.1456316"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.4103\/2153-3539.112694"},{"key":"ref19","article-title":"Mitosis detection in breast cancer histology images with deep neural networks","author":"ciresan","year":"2013","journal-title":"International Conference on Medical Image Computing and Computer-Assisted Intervention"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.4.541"},{"key":"ref4","article-title":"CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning","author":"rajpurkar","year":"2017"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1038\/323533a0","article-title":"Learning representations by back-propagating errors","volume":"323","author":"rumelhart","year":"1986","journal-title":"Nature"},{"key":"ref3","article-title":"SEER Cancer Statistics Review, 1975&#x2013;2014, SEER Cancer Statistics Review","author":"howlader","year":"2016"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2008.4540988"},{"key":"ref29","article-title":"Evaluation of pooling operations in convolutional architectures for object recognition","author":"scherer","year":"2010","journal-title":"International Conference on Artificial Neural Networks"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2342-6-14"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2110648"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2013.2279415"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3322\/caac.20134"},{"key":"ref9","article-title":"Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks","volume":"9041","author":"cruz-roa","year":"2014","journal-title":"Medical Imaging 2014 Digital Pathology"},{"key":"ref1","author":"boyle","year":"2008","journal-title":"World Cancer Report 2008"},{"key":"ref20","first-page":"23","article-title":"Whole slide imaging in pathology: advantages, limitations, and emerging perspectives","volume":"7","author":"farahani","year":"2015","journal-title":"Pathol Lab Med"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1186\/1687-6180-2014-17"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2013.08.003"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2010.5537907"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727519"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-741252-8.50010-8"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/0470867167.ch36"}],"event":{"name":"TENCON 2018 - 2018 IEEE Region 10 Conference","location":"Jeju, Korea (South)","start":{"date-parts":[[2018,10,28]]},"end":{"date-parts":[[2018,10,31]]}},"container-title":["TENCON 2018 - 2018 IEEE Region 10 Conference"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8643125\/8650051\/08650376.pdf?arnumber=8650376","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T02:35:30Z","timestamp":1598236530000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8650376\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/tencon.2018.8650376","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}