{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T10:23:04Z","timestamp":1763202184164,"version":"3.37.3"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030010775"},{"type":"electronic","value":"9783030010782"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-01078-2_9","type":"book-chapter","created":{"date-parts":[[2018,9,21]],"date-time":"2018-09-21T09:20:29Z","timestamp":1537521629000},"page":"98-109","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["An Automated Approach for Clinical Quantitative Information Extraction from Chinese Electronic Medical Records"],"prefix":"10.1007","author":[{"given":"Shanshan","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoyi","family":"Pan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Boyu","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongfa","family":"Gao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianyong","family":"Hao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,22]]},"reference":[{"key":"9_CR1","unstructured":"Hao, T., Wei, Y., Qiang, J., Wang, H., Lee, K.: The representation and extraction of quantitative information. In: ISO-ACL Workshop at the 12th International Conference on Computational Semantics (IWCS 2017), pp. 74\u201383 (2017)"},{"key":"9_CR2","unstructured":"Evans, D.A., Brownlow, N.D., Hersh, W.R., Campbell, E.M.: Automating concept identification in the electronic medical record: an experiment in extracting dosage information. In: A Conference of the American Medical Informatics Association, pp. 388\u2013392 (1996)"},{"key":"9_CR3","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/j.artmed.2015.09.007","volume":"66","author":"S Hassanpour","year":"2016","unstructured":"Hassanpour, S., Langlotz, C.P.: Information extraction from multi-institutional radiology reports. Artif. Intell. Med. 66, 29\u201339 (2016)","journal-title":"Artif. Intell. Med."},{"issue":"3","key":"9_CR4","doi-asserted-by":"crossref","first-page":"266","DOI":"10.3414\/ME15-01-0112","volume":"55","author":"T Hao","year":"2016","unstructured":"Hao, T., Liu, H., Weng, C.: Valx: a system for extracting and structuring numeric lab test comparison statements from text. Methods Inf. Med. 55(3), 266\u2013275 (2016)","journal-title":"Methods Inf. Med."},{"key":"9_CR5","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1016\/j.jbi.2017.11.011","volume":"77","author":"Y Wang","year":"2017","unstructured":"Wang, Y., Wang, L., Rastegarmojarad, M., et al.: Clinical information extraction applications: a literature review. J. Biomed. Inform. 77, 34\u201349 (2017)","journal-title":"J. Biomed. Inform."},{"issue":"5","key":"9_CR6","doi-asserted-by":"crossref","first-page":"923","DOI":"10.1016\/j.jbi.2009.07.007","volume":"42","author":"A Mykowiecka","year":"2009","unstructured":"Mykowiecka, A., Marciniak, A.: Rule-based information extraction from patients\u2019 clinical data. J. Biomed. Inform. 42(5), 923\u2013936 (2009)","journal-title":"J. Biomed. Inform."},{"issue":"3","key":"9_CR7","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1136\/jamia.1997.0040213","volume":"4","author":"CJ Mcdonald","year":"1997","unstructured":"Mcdonald, C.J.: The barriers to electronic medical record systems and how to overcome them. J. Am. Med. Inform. Assoc. JAMIA 4(3), 213 (1997)","journal-title":"J. Am. Med. Inform. Assoc. JAMIA"},{"issue":"1","key":"9_CR8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.2200\/S00211ED1V01Y200909HLT004","volume":"2","author":"KF Wong","year":"2009","unstructured":"Wong, K.F., Li, W., Xu, R., Zhang, Z.S.: Introduction to Chinese natural language processing. Synth. Lect. Hum. Lang. Technol. 2(1), 1\u2013148 (2009)","journal-title":"Synth. Lect. Hum. Lang. Technol."},{"issue":"Suppl_1","key":"9_CR9","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1093\/nar\/gkh061","volume":"32","author":"O Bodenreider","year":"2004","unstructured":"Bodenreider, O.: The unified medical language system (UMLS): integrating biomedical terminology. Nucl. Acids Res. 32(Suppl_1), 267\u2013270 (2004)","journal-title":"Nucl. Acids Res."},{"issue":"5","key":"9_CR10","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1109\/MITP.2005.122","volume":"7","author":"S Liu","year":"2005","unstructured":"Liu, S., Ma, W., Moore, R., Ganesan, V., Nelson, S.: RxNorm: prescription for electronic drug information exchange. IT Prof. 7(5), 17\u201323 (2005)","journal-title":"IT Prof."},{"issue":"7","key":"9_CR11","doi-asserted-by":"crossref","first-page":"e67526","DOI":"10.1371\/journal.pone.0067526","volume":"8","author":"Y Xu","year":"2013","unstructured":"Xu, Y., Wang, Y., Sun, J.T., Zhang, J., Tsujii, J., Chang, E.: Building large collections of Chinese and English medical terms from semi-structured and encyclopedia websites. PLoS ONE 8(7), e67526 (2013)","journal-title":"PLoS ONE"},{"key":"9_CR12","doi-asserted-by":"crossref","unstructured":"Jiang, Z., Zhao, F., Guan, Y.: Developing a linguistically annotated corpus of Chinese electronic medical record. In: IEEE International Conference on Bioinformatics and Biomedicine, pp. 307\u2013310. IEEE (2014)","DOI":"10.1109\/BIBM.2014.6999174"},{"issue":"5","key":"9_CR13","doi-asserted-by":"crossref","first-page":"557","DOI":"10.1136\/amiajnl-2011-000150","volume":"18","author":"B Bruijn de","year":"2011","unstructured":"de Bruijn, B., Cherry, C., Kiritchenko, S., Martin, J., Zhu, X.: Machine-learned solutions for three stages of clinical information extraction: the state of the art at i2b2 2010. J. Am. Med. Inform. Assoc. 18(5), 557\u2013562 (2011)","journal-title":"J. Am. Med. Inform. Assoc."},{"issue":"6","key":"9_CR14","doi-asserted-by":"crossref","first-page":"1168","DOI":"10.1136\/amiajnl-2013-001810","volume":"20","author":"JW Fan","year":"2013","unstructured":"Fan, J.W., et al.: Syntactic parsing of clinical text: guideline and corpus development with handling ill-formed sentences. J. Am. Med. Inform. Assoc. 20(6), 1168\u20131177 (2013)","journal-title":"J. Am. Med. Inform. Assoc."},{"issue":"5","key":"9_CR15","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1136\/jamia.2010.003947","volume":"17","author":"\u00d6 Uzuner","year":"2010","unstructured":"Uzuner, \u00d6., Solti, I., Cadag, E.: Extracting medication information from clinical text. J. Am. Med. Inform. Assoc. JAMIA 17(5), 514 (2010)","journal-title":"J. Am. Med. Inform. Assoc. JAMIA"},{"key":"9_CR16","unstructured":"Gold, S., Elhadad, N., Zhu, X., Cimino, J.J., Hripcsak, G.: Extracting structured medication event information from discharge summaries. In: AMIA Annual Symposium Proceedings\/AMIA Symposium, vol. 2008, pp. 237\u2013241 (2008)"},{"issue":"1","key":"9_CR17","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1197\/jamia.M3378","volume":"17","author":"H Xu","year":"2010","unstructured":"Xu, H., Stenner, S.P., Doan, S., Johnson, K., Waitman, L., Denny, J.: MedEx: a medication information extraction system for clinical narratives. J. Am. Med. Inform. Assoc. 17(1), 19\u201324 (2010)","journal-title":"J. Am. Med. Inform. Assoc."},{"issue":"5","key":"9_CR18","doi-asserted-by":"crossref","first-page":"524","DOI":"10.1136\/jamia.2010.003939","volume":"17","author":"J Patrick","year":"2010","unstructured":"Patrick, J., Li, M.: High accuracy information extraction of medication information from clinical notes: 2009 i2b2 medication extraction challenge. J. Am. Med. Inform. Assoc. 17(5), 524\u2013527 (2010)","journal-title":"J. Am. Med. Inform. Assoc."},{"key":"9_CR19","unstructured":"Xu, H., Doan, S., Birdwell, K.A., et al.: An automated approach to calculating the daily dose of tacrolimus in electronic health records. In: Amia Joint Summits on Translational Science Proceedings Amia Summit on Translational Science, vol. 2010, p. 71 (2010)"},{"issue":"5","key":"9_CR20","doi-asserted-by":"crossref","first-page":"859","DOI":"10.1136\/amiajnl-2011-000535","volume":"19","author":"JH Garvin","year":"2012","unstructured":"Garvin, J.H., et al.: Automated extraction of ejection fraction for quality measurement using regular expressions in Unstructured Information Management Architecture (UIMA) for heart failure. J. Am. Med. Inform. Assoc. 19(5), 859\u2013866 (2012)","journal-title":"J. Am. Med. Inform. Assoc."},{"issue":"3","key":"9_CR21","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1197\/jamia.M2128","volume":"14","author":"J Voorham","year":"2007","unstructured":"Voorham, J., Denig, P.: Computerized extraction of information on the quality of diabetes care from free text in electronic patient records of general practitioners. J. Am. Med. Inform. Assoc. 14(3), 349\u2013354 (2007)","journal-title":"J. Am. Med. Inform. Assoc."},{"key":"9_CR22","first-page":"50","volume":"210","author":"E Bigeard","year":"2015","unstructured":"Bigeard, E., Jouhet, V., Mougin, F., Thiessard, F., Grabar, N.: Automatic extraction of numerical values from unstructured data in EHRs. Stud. Health Technol. Inform. 210, 50\u201354 (2015)","journal-title":"Stud. Health Technol. Inform."},{"issue":"Suppl 1","key":"9_CR23","first-page":"7","volume":"6","author":"S Sohn","year":"2013","unstructured":"Sohn, S., et al.: Analysis of cross-institutional medication description patterns in clinical narratives. Biomed. Inform. Insights 6(Suppl 1), 7\u201316 (2013)","journal-title":"Biomed. Inform. Insights"},{"issue":"Pt 1","key":"9_CR24","first-page":"739","volume":"160","author":"A Eiji","year":"2010","unstructured":"Eiji, A., et al.: Extraction of adverse drug effects from clinical records. Stud. Health Technol. Inform. 160(Pt 1), 739 (2010)","journal-title":"Stud. Health Technol. Inform."},{"issue":"8","key":"9_CR25","doi-asserted-by":"crossref","first-page":"e0136270","DOI":"10.1371\/journal.pone.0136270","volume":"10","author":"D Xu","year":"2015","unstructured":"Xu, D., et al.: Data-driven information extraction from Chinese electronic medical records. PLoS ONE 10(8), e0136270 (2015)","journal-title":"PLoS ONE"},{"key":"9_CR26","doi-asserted-by":"crossref","unstructured":"Loper, E., Bird, S.: NLTK: the natural language toolkit. In: Proceedings of the ACL-02 Workshop on Effective Tools and Methodologies for Teaching Natural Language Processing and Computational Linguistics, vol. 1, pp. 63\u201370. Association for Computational Linguistics (2002)","DOI":"10.3115\/1118108.1118117"},{"key":"9_CR27","volume-title":"Introduction to Information Retrieval","author":"CD Manning","year":"2009","unstructured":"Manning, C.D., Raghavan, P., Sch\u00fctze, H.: Introduction to Information Retrieval. Cambridge University Press, Cambridge (2009)"}],"container-title":["Lecture Notes in Computer Science","Health Information Science"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-01078-2_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,24]],"date-time":"2019-10-24T11:07:42Z","timestamp":1571915262000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-01078-2_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030010775","9783030010782"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-01078-2_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"HIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Health Information Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cairns, QLD","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Australia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 October 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 October 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"his22018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.his-conferences.org\/2018\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}