{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T16:17:29Z","timestamp":1769271449941,"version":"3.49.0"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"12","license":[{"start":{"date-parts":[[2022,11,16]],"date-time":"2022-11-16T00:00:00Z","timestamp":1668556800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,11,16]],"date-time":"2022-11-16T00:00:00Z","timestamp":1668556800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"NIH","award":["P20 NR015331, UL1TR002240, R01CA233487, R01MH12107, T32GM141746"],"award-info":[{"award-number":["P20 NR015331, UL1TR002240, R01CA233487, R01MH12107, T32GM141746"]}]},{"name":"NSF","award":["1916425, 1734853, 1636840"],"award-info":[{"award-number":["1916425, 1734853, 1636840"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Med Syst"],"DOI":"10.1007\/s10916-022-01880-6","type":"journal-article","created":{"date-parts":[[2022,11,16]],"date-time":"2022-11-16T00:03:34Z","timestamp":1668557014000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["DataSifterText: Partially Synthetic Text Generation for Sensitive Clinical Notes"],"prefix":"10.1007","volume":"46","author":[{"given":"Nina","family":"Zhou","sequence":"first","affiliation":[]},{"given":"Qiucheng","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Zewen","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Simeone","family":"Marino","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3825-4375","authenticated-orcid":false,"given":"Ivo D.","family":"Dinov","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,11,16]]},"reference":[{"issue":"4","key":"1880_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1749603.1749605","volume":"42","author":"BC Fung","year":"2010","unstructured":"B.C. Fung, K.\u00a0Wang, R.\u00a0Chen, P.S. Yu, ACM Computing Surveys (Csur) 42(4), 1 (2010)","journal-title":"ACM Computing Surveys (Csur)"},{"key":"1880_CR2","unstructured":"D.\u00a0Kokkinakis, A.\u00a0Thurin, in Conference on Artificial Intelligence in Medicine in Europe (Springer, 2007), pp. 237\u2013241"},{"key":"1880_CR3","unstructured":"V.T. Chakaravarthy, H.\u00a0Gupta, P.\u00a0Roy, M.K. Mohania, in Proceedings of the 17th ACM conference on Information and knowledge management (2008), pp. 843\u2013852"},{"issue":"3","key":"1880_CR4","doi-asserted-by":"publisher","first-page":"596","DOI":"10.1093\/jamia\/ocw156","volume":"24","author":"F Dernoncourt","year":"2017","unstructured":"F.\u00a0Dernoncourt, J.Y. Lee, O.\u00a0Uzuner, P.\u00a0Szolovits, Journal of the American Medical Informatics Association 24(3), 596 (2017)","journal-title":"Journal of the American Medical Informatics Association"},{"key":"1880_CR5","unstructured":"S.\u00a0Yadav, A.\u00a0Ekbal, S.\u00a0Saha, P.\u00a0Bhattacharyya, in Proceedings of the clinical natural language processing workshop (ClinicalNLP) (2016), pp. 32\u201341"},{"key":"1880_CR6","first-page":"1","volume":"5","author":"CC Porter","year":"2008","unstructured":"C.C. Porter, Shidler JL Com. & Tech. 5, 1 (2008)","journal-title":"Shidler JL Com. & Tech."},{"key":"1880_CR7","unstructured":"J.\u00a0Guan, R.\u00a0Li, S.\u00a0Yu, X.\u00a0Zhang, in 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (IEEE, 2018), pp. 374\u2013380"},{"issue":"2","key":"1880_CR8","first-page":"461","volume":"9","author":"DB Rubin","year":"1993","unstructured":"D.B. Rubin, Journal of official Statistics 9(2), 461 (1993)","journal-title":"Journal of official Statistics"},{"issue":"2","key":"1880_CR9","first-page":"181","volume":"29","author":"JP Reiter","year":"2003","unstructured":"J.P. Reiter, Survey Methodology 29(2), 181 (2003)","journal-title":"Survey Methodology"},{"issue":"4","key":"1880_CR10","first-page":"583","volume":"28","author":"JP Reiter","year":"2012","unstructured":"J.P. Reiter, S.K. Kinney, Journal of Official Statistics 28(4), 583 (2012)","journal-title":"Journal of Official Statistics"},{"issue":"2","key":"1880_CR11","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1080\/00949655.2018.1545228","volume":"89","author":"S Marino","year":"2019","unstructured":"S.\u00a0Marino, N.\u00a0Zhou, Y.\u00a0Zhao, L.\u00a0Wang, Q.\u00a0Wu, I.D. Dinov, Journal of statistical computation and simulation 89(2), 249 (2019)","journal-title":"Journal of statistical computation and simulation"},{"key":"1880_CR12","unstructured":"J.\u00a0Devlin, M.W. Chang, K.\u00a0Lee, K.\u00a0Toutanova, arXiv preprint arXiv:1810.04805 (2018)"},{"issue":"5","key":"1880_CR13","first-page":"373","volume":"40","author":"ME Charlson","year":"1987","unstructured":"M.E. Charlson, P.\u00a0Pompei, K.L. Ales, C.R. MacKenzie, Journal of Clinical Epidemiology 40(5), 373 (1987)","journal-title":"Journal of Clinical Epidemiology"},{"issue":"6","key":"1880_CR14","doi-asserted-by":"publisher","first-page":"676","DOI":"10.1093\/aje\/kwq433","volume":"173","author":"H Quan","year":"2011","unstructured":"H.\u00a0Quan, B.\u00a0Li, C.M. Couris, K.\u00a0Fushimi, P.\u00a0Graham, P.\u00a0Hider, J.M. Januel, V.\u00a0Sundararajan, American journal of epidemiology 173(6), 676 (2011)","journal-title":"American journal of epidemiology"},{"key":"1880_CR15","doi-asserted-by":"crossref","unstructured":"K.\u00a0Papineni, S.\u00a0Roukos, T.\u00a0Ward, W.J. Zhu, in Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (Association for Computational Linguistics, Philadelphia, Pennsylvania, USA, 2002), pp. 311\u2013318. 10.3115\/1073083.1073135. https:\/\/www.aclweb.org\/anthology\/P02-1040","DOI":"10.3115\/1073083.1073135"},{"key":"1880_CR16","unstructured":"D.\u00a0Alihosseini, E.\u00a0Montahaei, M.S. Baghshah, in Proceedings of the Workshop on Methods for Optimizing and Evaluating Neural Language Generation (2019), pp. 90\u201398"},{"issue":"5","key":"1880_CR17","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1016\/0306-4573(88)90021-0","volume":"24","author":"G Salton","year":"1988","unstructured":"G.\u00a0Salton, C.\u00a0Buckley, Information processing & management 24(5), 513 (1988)","journal-title":"Information processing & management"},{"issue":"3","key":"1880_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1361684.1361686","volume":"26","author":"HC Wu","year":"2008","unstructured":"H.C. Wu, R.W.P. Luk, K.F. Wong, K.L. Kwok, ACM Transactions on Information Systems (TOIS) 26(3), 1 (2008)","journal-title":"ACM Transactions on Information Systems (TOIS)"},{"key":"1880_CR19","unstructured":"J.\u00a0Li, W.\u00a0Monroe, T.\u00a0Shi, S.\u00a0Jean, A.\u00a0Ritter, D.\u00a0Jurafsky, arXiv preprint arXiv:1701.06547 (2017)"},{"key":"1880_CR20","doi-asserted-by":"publisher","unstructured":"R.\u00a0Campos, V.\u00a0Mangaravite, A.\u00a0Pasquali, A.\u00a0Jorge, C.\u00a0Nunes, A.\u00a0Jatowt, Information Sciences 509, 257 (2020). https:\/\/doi.org\/10.1016\/j.ins.2019.09.013. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0020025519308588","DOI":"10.1016\/j.ins.2019.09.013"},{"key":"1880_CR21","doi-asserted-by":"crossref","unstructured":"K.\u00a0Bennani-Smires, C.\u00a0Musat, A.\u00a0Hossmann, M.\u00a0Baeriswyl, M.\u00a0Jaggi. Simple unsupervised keyphrase extraction using sentence embeddings (2018)","DOI":"10.18653\/v1\/K18-1022"},{"key":"1880_CR22","doi-asserted-by":"publisher","first-page":"10896","DOI":"10.1109\/ACCESS.2020.2965087","volume":"8","author":"Y Sun","year":"2020","unstructured":"Y.\u00a0Sun, H.\u00a0Qiu, Y.\u00a0Zheng, Z.\u00a0Wang, C.\u00a0Zhang, IEEE Access 8, 10896 (2020). 10.1109\/ACCESS.2020.2965087","journal-title":"IEEE Access"},{"key":"1880_CR23","first-page":"1","volume":"1","author":"S Rose","year":"2010","unstructured":"S.\u00a0Rose, D.\u00a0Engel, N.\u00a0Cramer, W.\u00a0Cowley, Text mining: applications and theory 1, 1 (2010)","journal-title":"Text mining: applications and theory"},{"key":"1880_CR24","unstructured":"R.\u00a0Mihalcea, P.\u00a0Tarau, in Proceedings of the 2004 conference on empirical methods in natural language processing (2004), pp. 404\u2013411"},{"issue":"1","key":"1880_CR25","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12911-017-0556-8","volume":"17","author":"WH Weng","year":"2017","unstructured":"W.H. Weng, K.B. Wagholikar, A.T. McCray, P.\u00a0Szolovits, H.C. Chueh, BMC medical informatics and decision making 17(1), 1 (2017)","journal-title":"BMC medical informatics and decision making"},{"key":"1880_CR26","unstructured":"V.\u00a0Podder, V.\u00a0Lew, S.\u00a0Ghassemzadeh, in StatPearls [Internet] (StatPearls Publishing, 2021)"},{"key":"1880_CR27","doi-asserted-by":"crossref","unstructured":"M.R. Andrus, S.L. McDonough, K.W. Kelley, P.L. Stamm, E.K. McCoy, K.M. Lisenby, H.P. Whitley, N. Slater, D.G. Carroll, E.K. Hester, et al., American journal of pharmaceutical education 82(9) (2018).","DOI":"10.5688\/ajpe6725"},{"key":"1880_CR28","doi-asserted-by":"crossref","unstructured":"K.M. Lisenby, M.R. Andrus, C.W. Jackson, T.L. Stevenson, S. Fan, P. Gaillard, D.G. Carroll, Currents in Pharmacy Teaching and Learning 10(12), 1574 (2018).","DOI":"10.1016\/j.cptl.2018.09.002"},{"key":"1880_CR29","unstructured":"NIOSH. Niosh announces competition for artificial intelligence programmers. https:\/\/www.cdc.gov\/niosh\/updates\/upd-10-24-19.html (2019). Accessed: 2021-01-17"},{"key":"1880_CR30","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.35","volume":"3","author":"AE Johnson","year":"2016","unstructured":"A.E. Johnson, T.J. Pollard, L.\u00a0Shen, H.L. Li-wei, M.\u00a0Feng, M.\u00a0Ghassemi, B.\u00a0Moody, P.\u00a0Szolovits, L.A. Celi, R.G. Mark, Scientific data 3, 160035 (2016)","journal-title":"Scientific data"},{"key":"1880_CR31","unstructured":"M. Jensen, in 2013 IEEE International Congress on Big Data (IEEE, 2013), pp. 235\u2013238."},{"key":"1880_CR32","unstructured":"H.\u00a0Cunningham, D.\u00a0Maynard, K.\u00a0Bontcheva, Text processing with gate (Gateway Press CA, 2011)"},{"key":"1880_CR33","unstructured":"J.\u00a0Zemerick. Apache opennlp. http:\/\/opennlp.apache.org\/ (2012). Accessed: 2021-01-17"},{"key":"1880_CR34","unstructured":"P.\u00a0Turney, in Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (2002), pp. 417\u2013424"},{"issue":"4","key":"1880_CR35","doi-asserted-by":"publisher","first-page":"592","DOI":"10.1007\/s10489-013-0490-0","volume":"40","author":"MA Fattah","year":"2014","unstructured":"M.A. Fattah, Applied intelligence 40(4), 592 (2014)","journal-title":"Applied intelligence"}],"container-title":["Journal of Medical Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-022-01880-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10916-022-01880-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-022-01880-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T07:51:51Z","timestamp":1728373911000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10916-022-01880-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,16]]},"references-count":35,"journal-issue":{"issue":"12","published-online":{"date-parts":[[2022,12]]}},"alternative-id":["1880"],"URL":"https:\/\/doi.org\/10.1007\/s10916-022-01880-6","relation":{},"ISSN":["1573-689X"],"issn-type":[{"value":"1573-689X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,16]]},"assertion":[{"value":"23 August 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 October 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 November 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no conflicts of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of Interest"}}],"article-number":"96"}}