{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T13:16:30Z","timestamp":1790774190912,"version":"4.1.0"},"reference-count":22,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/embc.2018.8512337","type":"proceedings-article","created":{"date-parts":[[2018,11,16]],"date-time":"2018-11-16T04:03:08Z","timestamp":1542340988000},"page":"718-721","source":"Crossref","is-referenced-by-count":43,"title":["A novel stacked generalization of models for improved TB detection in chest radiographs"],"prefix":"10.1109","author":[{"given":"S.","family":"Rajaraman","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S.","family":"Candemir","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Z.","family":"Xue","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"P. O.","family":"Alderson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M.","family":"Kohli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J.","family":"Abuya","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"G. R.","family":"Thoma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S.","family":"Antani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Very Deep Convolutional Networks for Large-Scale Image Recognition","author":"simonyan","year":"2015","journal-title":"ARXiv 1409 1556 [cs CV"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/LSC.2017.8268146"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2017162326"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2017.08.001"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/34.58871"},{"key":"ref16","first-page":"97852w","article-title":"A novel approach for tuberculosis screening based on deep convolutional neural networks","author":"hwang","year":"2016","journal-title":"Proc SPIE Medical Imaging"},{"key":"ref17","first-page":"1097","article-title":"ImageNet Classification with Deep Convolutional Neural Networks","author":"krizhevsky","year":"2012","journal-title":"26th Ann Conf NIPS"},{"key":"ref18","article-title":"Rethinking the Inception Architecture for Computer Vision","author":"szegedy","year":"2015","journal-title":"arXiv 1512 00567v3 [cs CV]"},{"key":"ref19","article-title":"Deep Residual Learning for Image Recognition","author":"he","year":"2015","journal-title":"arXiv 1512 03385 [cs CV]"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/srep25265"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2481071451"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.5588\/ijtld.13.0325"},{"key":"ref5","first-page":"475","article-title":"Two public chest X-ray datasets for computer-aided screening of pulmonary diseases","volume":"4","author":"jaeger","year":"2014","journal-title":"Quant Imaging Med Surg"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0112980"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2013.2290491"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.5588\/ijtld.12.0774"},{"key":"ref1","year":"2015","journal-title":"Global Tuberculosis Report"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.003"},{"key":"ref20","first-page":"401","author":"mo?kus","year":"1974","journal-title":"The Application of Bayesian Methods for Seeking the Extremum"},{"key":"ref22","article-title":"Shallow Networks for High-Accuracy Road Object- Detection","author":"ashraf","year":"2016","journal-title":"arXiv 1606 01561 [cs CV]"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.131"}],"event":{"name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","location":"Honolulu, HI","start":{"date-parts":[[2018,7,18]]},"end":{"date-parts":[[2018,7,21]]}},"container-title":["2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8471725\/8512178\/08512337.pdf?arnumber=8512337","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T03:36:43Z","timestamp":1598240203000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8512337\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/embc.2018.8512337","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}