{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T02:05:16Z","timestamp":1772935516335,"version":"3.50.1"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72304197"],"award-info":[{"award-number":["72304197"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,8]]},"DOI":"10.1109\/bigdata66926.2025.11401590","type":"proceedings-article","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:57:57Z","timestamp":1772830677000},"page":"8050-8059","source":"Crossref","is-referenced-by-count":0,"title":["Informative Instances are More Important: Hardconstrained Data Generation for Augmenting Postoperative Pulmonary Complication Prediction"],"prefix":"10.1109","author":[{"given":"Qilin","family":"Li","sequence":"first","affiliation":[{"name":"College of Software Engineering, Chengdu University of Information Technology,Chengdu,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yaqiang","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Software Engineering, Chengdu University of Information Technology,Chengdu,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weiyi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Sichuan University,West China Hospital,Department of Anesthesiology,Chengdu,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guo","family":"Chen","sequence":"additional","affiliation":[{"name":"Sichuan University,West China Hospital,Department of Anesthesiology,Chengdu,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tao","family":"Zhu","sequence":"additional","affiliation":[{"name":"Sichuan University,West China Hospital,Department of Anesthesiology,Chengdu,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuechao","family":"Hao","sequence":"additional","affiliation":[{"name":"Sichuan University,West China Hospital,Department of Anesthesiology,Chengdu,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/bjaed\/mkx012"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.7326\/0003-4819-144-8-200604180-00008"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2021.2240"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1186\/s12877-024-05050-w"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-10884-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-09823-4_45"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics15040501"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-019-03156-8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.30534\/ijatcse\/2020\/104932020"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1136\/bmjebm-2024-113617"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s44222-024-00245-7"},{"key":"ref14","article-title":"Data synthesis based on generative adversarial networks","author":"Park","year":"2018","journal-title":"arXiv"},{"key":"ref15","article-title":"Modeling tabular data using conditional gan","volume":"32","author":"Xu","year":"2019","journal-title":"Advances in N eural Information Processing Systems"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3389\/fdata.2023.1296508"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2019.101684"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3122\/jabfm.2024.240224R1"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref20","first-page":"111","article-title":"Data prepr ocessing for supervised leaning","volume":"1","author":"Kotsiantis","year":"2006","journal-title":"International Journal of Com puter Science"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2912574"},{"key":"ref22","volume-title":"Active learning literature survey","author":"Settles","year":"2009"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/219587.219592"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2024.106600"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.06.108"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/isncc52172.2021.9615715"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3169512"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5662\/wjm.v13.i5.373"}],"event":{"name":"2025 IEEE International Conference on Big Data (BigData)","location":"Macau, China","start":{"date-parts":[[2025,12,8]]},"end":{"date-parts":[[2025,12,11]]}},"container-title":["2025 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11400704\/11400712\/11401590.pdf?arnumber=11401590","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T07:34:21Z","timestamp":1772868861000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11401590\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/bigdata66926.2025.11401590","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}