{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:53:07Z","timestamp":1740099187244,"version":"3.37.3"},"publisher-location":"Cham","reference-count":19,"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_13","type":"book-chapter","created":{"date-parts":[[2018,9,21]],"date-time":"2018-09-21T09:20:29Z","timestamp":1537521629000},"page":"146-155","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["A Data-Intensive CDSS Platform Based on Knowledge Graph"],"prefix":"10.1007","author":[{"given":"Ming","family":"Sheng","sequence":"first","affiliation":[]},{"given":"Qingcheng","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Yong","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Chunxiao","family":"Xing","sequence":"additional","affiliation":[]},{"given":"Tingting","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,9,22]]},"reference":[{"key":"13_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-38319-4","volume-title":"Clinical Decision Support Systems: Theory and Practice","author":"ES Berner","year":"2007","unstructured":"Berner, E.S.: Clinical Decision Support Systems: Theory and Practice, vol. 233. Springer, New York (2007). https:\/\/doi.org\/10.1007\/978-0-387-38319-4"},{"key":"13_CR2","doi-asserted-by":"crossref","DOI":"10.4324\/9781498757461","volume-title":"Improving Outcomes with Clinical Decision Support: An Implementer\u2019s Guide","author":"A Osheroff","year":"2012","unstructured":"Osheroff, A., Teich, J.M., Levick, D.: Improving Outcomes with Clinical Decision Support: An Implementer\u2019s Guide, 2nd edn. Healthcare Information and Management Systems Society (HIMSS), Chicago (2012)","edition":"2"},{"key":"13_CR3","doi-asserted-by":"crossref","unstructured":"Tian, B., Zhang, Y., Liu, K.X., Xing, C.X.: Deep learning based information extraction framework on Chinese electronic health records. In: SEKE, pp. 86\u201391 (2018)","DOI":"10.18293\/SEKE2018-040"},{"key":"13_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1007\/978-3-319-91458-9_2","volume-title":"Database Systems for Advanced Applications","author":"K Zhao","year":"2018","unstructured":"Zhao, K., et al.: Modeling patient visit using electronic medical records for cost profile estimation. In: Pei, J., Manolopoulos, Y., Sadiq, S., Li, J. (eds.) DASFAA 2018. LNCS, vol. 10828, pp. 20\u201336. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-91458-9_2"},{"key":"13_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1007\/978-3-319-91458-9_4","volume-title":"Database Systems for Advanced Applications","author":"X Chen","year":"2018","unstructured":"Chen, X., Zhang, Y., Zhao, K., Hu, Q., Xing, C.: Domain supervised deep learning framework for detecting Chinese diabetes-related topics. In: Pei, J., Manolopoulos, Y., Sadiq, S., Li, J. (eds.) DASFAA 2018. LNCS, vol. 10828, pp. 53\u201371. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-91458-9_4"},{"key":"13_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1007\/978-3-319-29175-8_7","volume-title":"Smart Health","author":"Y Zhang","year":"2016","unstructured":"Zhang, Y., Zhang, Y., Xu, J., Xing, C., Chen, H.: Sentiment analysis on Chinese health forums: a preliminary study of different language models. In: Zheng, X., Zeng, D.D., Chen, H., Leischow, Scott J. (eds.) ICSH 2015. LNCS, vol. 9545, pp. 68\u201381. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-29175-8_7"},{"key":"13_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/978-3-319-08416-9_6","volume-title":"Smart Health","author":"Y Yin","year":"2014","unstructured":"Yin, Y., Zhang, Y., Liu, X., Zhang, Y., Xing, C., Chen, H.: HealthQA: a Chinese QA summary system for smart health. In: Zheng, X., Zeng, D., Chen, H., Zhang, Y., Xing, C., Neill, Daniel B. (eds.) ICSH 2014. LNCS, vol. 8549, pp. 51\u201362. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-08416-9_6"},{"key":"13_CR8","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1016\/j.artmed.2018.01.003","volume":"86","author":"Y Shen","year":"2018","unstructured":"Shen, Y., Yuan, K.: An ontology-driven clinical decision support system (IDDAP) for infectious disease diagnosis and antibiotic prescription. Artif. Intell. Med. 86, 20\u201332 (2018)","journal-title":"Artif. Intell. Med."},{"key":"13_CR9","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1016\/j.eswa.2017.11.001","volume":"95","author":"S Nazari","year":"2018","unstructured":"Nazari, S., Fallah, M., Kazemipoor, H., Salehipour, A.: A fuzzy inference- fuzzy analytic hierarchy process-based clinical decision support system for diagnosis of heart diseases. Expert Syst. Appl. 95, 261\u2013271 (2018)","journal-title":"Expert Syst. Appl."},{"issue":"5","key":"13_CR10","first-page":"457","volume":"25","author":"L Ohno-Machado","year":"2018","unstructured":"Ohno-Machado, L.: Clinical decision support: informatics interventions for better patient care. JAMIA 25(5), 457 (2018)","journal-title":"JAMIA"},{"issue":"1","key":"13_CR11","doi-asserted-by":"crossref","first-page":"7:1","DOI":"10.1186\/s13040-017-0123-y","volume":"10","author":"M Mohammadhassanzadeh","year":"2017","unstructured":"Mohammadhassanzadeh, M., Woensel, W.V., Abidi, R.S.: Semantics-based plausible reasoning to extend the knowledge coverage of medical knowledge bases for improved clinical decision support. BioData Min. 10(1), 7:1\u20137:31 (2017)","journal-title":"BioData Min."},{"key":"13_CR12","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/j.artmed.2016.02.001","volume":"68","author":"M Beaudoin","year":"2016","unstructured":"Beaudoin, M., Kabanza, F., Nault, V.: Evaluation of a machine learning capability for a clinical decision support system to enhance antimicrobial stewardship programs. Artif. Intell. Med. 68, 29\u201336 (2016)","journal-title":"Artif. Intell. Med."},{"key":"13_CR13","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1016\/j.dss.2017.05.012","volume":"101","author":"S Piri","year":"2017","unstructured":"Piri, S., Delen, D., Liu, T.: A data analytics approach to building a clinical decision support system for diabetic retinopathy: Developing and deploying a model ensemble. Decis. Support Syst. 101, 12\u201327 (2017)","journal-title":"Decis. Support Syst."},{"key":"13_CR14","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1016\/j.jbi.2017.12.005","volume":"78","author":"RA Greenes","year":"2018","unstructured":"Greenes, R.A., Bates, D.W., Kawamoto, K., Middleton, B.: Clinical decision support models and frameworks: seeking to address research issues underlying implementation successes and failures. J. Biomed. Inform. 78, 134\u2013143 (2018)","journal-title":"J. Biomed. Inform."},{"key":"13_CR15","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1016\/j.jocs.2017.07.006","volume":"24","author":"W Huberts","year":"2018","unstructured":"Huberts, W., Heinen, S.G.H., Zonnebeld, N.: What is needed to make cardiovascular models suitable for clinical decision support? A viewpoint paper. J. Comput. Sci. 24, 68\u201384 (2018)","journal-title":"J. Comput. Sci."},{"key":"13_CR16","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1007\/978-3-662-55433-3_10","volume-title":"Semantic Applications","author":"BG Humm","year":"2018","unstructured":"Humm, B.G., Walsh, P.: Personalised clinical decision support for cancer care. In: Hoppe, T., Humm, B., Reibold, A. (eds.) Semantic Applications, pp. 125\u2013143. Springer, Heidelberg (2018). https:\/\/doi.org\/10.1007\/978-3-662-55433-3_10"},{"key":"13_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1007\/978-3-319-78759-6_41","volume-title":"Bioinformatics and Biomedical Engineering","author":"O Anya","year":"2018","unstructured":"Anya, O., Tawfik, H.: An \u201cAwareness\u201d environment for clinical decision support in e-health. In: Rojas, I., Ortu\u00f1o, F. (eds.) IWBBIO 2018. LNCS, vol. 10814, pp. 456\u2013467. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-78759-6_41"},{"issue":"3","key":"13_CR18","first-page":"655","volume":"24","author":"P Bennett","year":"2017","unstructured":"Bennett, P., Hardiker, N.R.: The use of computerized clinical decision support systems in emergency care: a substantive review of the literature. JAMIA 24(3), 655\u2013668 (2017)","journal-title":"JAMIA"},{"key":"13_CR19","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1007\/978-3-319-49685-6_6","volume-title":"Advances in Brain Inspired Cognitive Systems","author":"SK Wajid","year":"2016","unstructured":"Wajid, S.K., Hussain, A., Luo, B., Huang, K.: An investigation of machine learning and neural computation paradigms in the design of clinical decision support systems (CDSSs). In: Liu, C.-L., Hussain, A., Luo, B., Tan, K.C., Zeng, Y., Zhang, Z. (eds.) BICS 2016. LNCS (LNAI), vol. 10023, pp. 58\u201367. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-49685-6_6"}],"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_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,24]],"date-time":"2019-10-24T11:09:07Z","timestamp":1571915347000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-01078-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030010775","9783030010782"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-01078-2_13","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"}}]}}