{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T01:30:16Z","timestamp":1755221416401,"version":"3.43.0"},"reference-count":24,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,11,1]]},"DOI":"10.1109\/embc46164.2021.9629691","type":"proceedings-article","created":{"date-parts":[[2021,12,9]],"date-time":"2021-12-09T16:24:16Z","timestamp":1639067056000},"page":"1660-1665","source":"Crossref","is-referenced-by-count":2,"title":["An Ensemble Model for Tumor Type Identification and Cancer Origins Classification"],"prefix":"10.1109","author":[{"given":"Chenzhao","family":"Feng","sequence":"first","affiliation":[{"name":"Huazhong University of Science and Technology,School of Basic Medicine, Tongji Medical College,Wuhan,China"}]},{"given":"Tianyu","family":"Xiang","sequence":"additional","affiliation":[{"name":"Tongji University,College of Electronics and Information Engineering,Department of Control Science and Engineering,Shanghai,China"}]},{"given":"Zixuan","family":"Yi","sequence":"additional","affiliation":[{"name":"Wuhan University,School of Mathematics and Statistic,Wuhan,China"}]},{"given":"Lingzhe","family":"Zhao","sequence":"additional","affiliation":[{"name":"Tongji University,College of Electronics and Information Engineering,Department of Control Science and Engineering,Shanghai,China"}]},{"given":"Sisi","family":"He","sequence":"additional","affiliation":[{"name":"The Second Affiliated Hospital of Zunyi Medical University,Department of Oncology,Guizhou,P. R. China,563000"}]},{"given":"Kunming","family":"Tian","sequence":"additional","affiliation":[{"name":"Huazhong University of Science and Technology,Institute of Reproductive Health, Tongji Medical College,Wuhan,China"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC44109.2020.9176345"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty524"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5114\/wo.2014.47136"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref14","first-page":"3146","article-title":"Lightgbm: A highly efficient gradient boosting decision tree","volume":"30","author":"ke","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"journal-title":"Tensorflow Large-scale machine learning on heterogeneous distributed systems","year":"2016","author":"abadi","key":"ref16"},{"journal-title":"Adam A method for stochastic optimization","year":"2014","author":"kingma","key":"ref17"},{"key":"ref18","first-page":"249","article-title":"Understanding the difficulty of training deep feedforward neural networks","author":"glorot","year":"2010","journal-title":"Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/nature20805"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1703577114"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/s13059-017-1191-5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gku121"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2164-16-S11-S3"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/s13059-017-1191-5"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neo.2014.09.007"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/s13073-017-0493-2"},{"journal-title":"Umap Uniform manifold approximation and projection for dimension reduction","year":"2018","author":"mcinnes","key":"ref1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-019-3050-8"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330701"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-017-3906-0"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/srep13413"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btx622"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neo.2014.09.007"}],"event":{"name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","start":{"date-parts":[[2021,11,1]]},"location":"Mexico","end":{"date-parts":[[2021,11,5]]}},"container-title":["2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9629355\/9629471\/09629691.pdf?arnumber=9629691","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,8]],"date-time":"2025-08-08T18:38:28Z","timestamp":1754678308000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9629691\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,1]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/embc46164.2021.9629691","relation":{},"subject":[],"published":{"date-parts":[[2021,11,1]]}}}