{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:36:22Z","timestamp":1750221382001,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,1,18]],"date-time":"2018-01-18T00:00:00Z","timestamp":1516233600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,1,18]]},"DOI":"10.1145\/3180382.3180398","type":"proceedings-article","created":{"date-parts":[[2018,4,4]],"date-time":"2018-04-04T12:25:45Z","timestamp":1522844745000},"page":"99-103","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Early Prediction of Ventilator Weaning with Decision Tree Analysis"],"prefix":"10.1145","author":[{"given":"ChiaMing","family":"Chen","sequence":"first","affiliation":[{"name":"Department of Applied Mathematics, National Chung Hsing University, Taichung, Taiwan"}]},{"given":"Mason MengHsiun","family":"Tsai","sequence":"additional","affiliation":[{"name":"Department of Management Information Systems, Institute of Genomics and Bioinformatics, National Chung Hsing University, Taichung, Taiwan"}]},{"given":"YinTzer","family":"Shih","sequence":"additional","affiliation":[{"name":"Department of Applied Mathematics, National Chung Hsing University, Taichung, Taiwan"}]}],"member":"320","published-online":{"date-parts":[[2018,1,18]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1093\/pubmed\/fdt055"},{"volume-title":"White Paper of Population Policy","year":"2008","key":"e_1_3_2_1_2_1","unstructured":"Ministry of the Interior. 2008. White Paper of Population Policy . 2008 . Taipei . Ministry of the Interior. 2008. White Paper of Population Policy. 2008. Taipei."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.healthpol.2007.11.002"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.14740\/jocmr2856w"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJM199105233242101"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"M. Meade G. Guyatt D. Cook L. Griffith T. Sinuff C. Kergl J. Mancebo A. Esteban S. Epstein. 2001. Predicting success in weaning from mechanical ventilation. Chest. (120:6_suppl) 400S--424S.  M. Meade G. Guyatt D. Cook L. Griffith T. Sinuff C. Kergl J. Mancebo A. Esteban S. Epstein. 2001. Predicting success in weaning from mechanical ventilation. Chest. (120:6_suppl) 400S--424S.","DOI":"10.1378\/chest.120.6_suppl.400S"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.4236\/ojn.2012.223049"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"H.M. Lu L.K. Chen J.D. Wang M.C. Hung M.S. Lin Y.H. Yan C.R. Chen P.S. Fan L.C. Huang K.N. Kuo. 2012. Outcomes of prolonged mechanic ventilation: a discrimination model based on longitudinal health insurance and death certificate data. BMC health services study. 12(1) 100.  H.M. Lu L.K. Chen J.D. Wang M.C. Hung M.S. Lin Y.H. Yan C.R. Chen P.S. Fan L.C. Huang K.N. Kuo. 2012. Outcomes of prolonged mechanic ventilation: a discrimination model based on longitudinal health insurance and death certificate data. BMC health services study. 12(1) 100.","DOI":"10.1186\/1472-6963-12-100"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","unstructured":"J. Boles J. Bion A. Connors M. Herridge B. Marsh C. Melot R. Pearl H. Silverman M. Stanchina A. Vieillard-Baron T. Welte. 2007. Weaning from mechanical ventilation. The European respiratory journal. 29(5) 1033--1056.  J. Boles J. Bion A. Connors M. Herridge B. Marsh C. Melot R. Pearl H. Silverman M. Stanchina A. Vieillard-Baron T. Welte. 2007. Weaning from mechanical ventilation. The European respiratory journal. 29(5) 1033--1056.","DOI":"10.1183\/09031936.00010206"},{"key":"e_1_3_2_1_10_1","unstructured":"S. Caroleo F. Agnello K. Abdallah E Santangelo B. Amantea. 2007. Weaning from mechanical ventilation: an open issue. Minerva anestesiologica. (73:7\/8) 417--427.  S. Caroleo F. Agnello K. Abdallah E Santangelo B. Amantea. 2007. Weaning from mechanical ventilation: an open issue. Minerva anestesiologica. (73:7\/8) 417--427."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ccm.2016.07.014"},{"issue":"3","key":"e_1_3_2_1_12_1","first-page":"30","article-title":"Assessment of the rapid shallow breathing index as a predictor of weaning of patients with prolonged mechanical ventilation","volume":"6","author":"Mahoori A.R.","year":"2007","unstructured":"A.R. Mahoori , S. Nowruzinia , R. Farasatkish , G.A. Mollasadeghi , A. Abbas . 2007 . Assessment of the rapid shallow breathing index as a predictor of weaning of patients with prolonged mechanical ventilation . Tanaffos. 6 ( 3 ), 30 -- 35 . A.R. Mahoori, S. Nowruzinia, R. Farasatkish, G.A. Mollasadeghi, A. Abbas. 2007. Assessment of the rapid shallow breathing index as a predictor of weaning of patients with prolonged mechanical ventilation. Tanaffos. 6(3), 30--35.","journal-title":"Tanaffos."},{"key":"e_1_3_2_1_13_1","volume-title":"Data mining: Concepts and techniques","author":"Han J.","unstructured":"J. Han , M. Kamber . 2006. Data mining: Concepts and techniques ( 2 nd Ed.), Morgan Kaufmann . J. Han, M. Kamber. 2006. Data mining: Concepts and techniques (2nd Ed.), Morgan Kaufmann.","edition":"2"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1038\/ajg.2013.332"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3051166.3051172"},{"key":"e_1_3_2_1_16_1","unstructured":"C. Arizmendi J. Viviescas H. Gonz\u00e1lez B. Giraldo. 2014. Patients classification on weaning trials using neural networks and wavelet transform. Studies in health technology and informatics. 202 107--110.  C. Arizmendi J. Viviescas H. Gonz\u00e1lez B. Giraldo. 2014. Patients classification on weaning trials using neural networks and wavelet transform. Studies in health technology and informatics. 202 107--110."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","unstructured":"A. Garde R. Schroeder A. Voss P. Caminal S. Benito B. Giraldo. 2010. Patients on weaning trials classified with support vector machines. Physiological measurement. 31(7) 979--993.  A. Garde R. Schroeder A. Voss P. Caminal S. Benito B. Giraldo. 2010. Patients on weaning trials classified with support vector machines. Physiological measurement. 31(7) 979--993.","DOI":"10.1088\/0967-3334\/31\/7\/008"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"J.D. Olden M.K. Joy R.G. Death. 2004. An accurate comparison of methods for quantifying variable importance in artificial neural networks using simulated data. Ecological Modeling. (178:s 3--4) 389--397.  J.D. Olden M.K. Joy R.G. Death. 2004. An accurate comparison of methods for quantifying variable importance in artificial neural networks using simulated data. Ecological Modeling. (178:s 3--4) 389--397.","DOI":"10.1016\/j.ecolmodel.2004.03.013"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5121\/ijsc.2014.5102"},{"volume-title":"Generating production rules from decision trees","author":"Quinlan J.R.","key":"e_1_3_2_1_20_1","unstructured":"J.R. Quinlan . 1987. Generating production rules from decision trees . Morgan Kaufmann Publishers , 304--307. J.R. Quinlan. 1987. Generating production rules from decision trees. Morgan Kaufmann Publishers, 304--307."},{"issue":"6","key":"e_1_3_2_1_21_1","first-page":"430","article-title":"Utilization of a Decision Tree for High Expenditure Patients in the Emergency Department","volume":"25","author":"Chou H.K.","year":"2006","unstructured":"H.K. Chou , S. Su , H.G. Hwang , M.T. Tsai , L.C. Woung . 2006 . Utilization of a Decision Tree for High Expenditure Patients in the Emergency Department . Taiwan Journal of Public Health. 25 ( 6 ), 430 -- 439 . H.K. Chou, S. Su, H.G. Hwang, M.T. Tsai, L.C. Woung. 2006. Utilization of a Decision Tree for High Expenditure Patients in the Emergency Department. Taiwan Journal of Public Health. 25(6), 430--439.","journal-title":"Taiwan Journal of Public Health."},{"issue":"2","key":"e_1_3_2_1_22_1","first-page":"107","article-title":"Application of decision tree algorithm to the identification of students with learning disabilities","volume":"2","author":"Su Y.J.","year":"2007","unstructured":"Y.J. Su , T.K. Wu , Y.R. Meng . 2007 . Application of decision tree algorithm to the identification of students with learning disabilities . Journal of Information Technology and Applications. 2 ( 2 ), 107 -- 115 . Y.J. Su, T.K. Wu, Y.R. Meng. 2007. Application of decision tree algorithm to the identification of students with learning disabilities. Journal of Information Technology and Applications. 2(2), 107--115.","journal-title":"Journal of Information Technology and Applications."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022643204877"},{"volume-title":"Programs for machine learning","author":"Quinlan J.R.","key":"e_1_3_2_1_24_1","unstructured":"J.R. Quinlan , J. Ross . 1993. C4.5 : Programs for machine learning . Morgan Kaufmann Publishers . J.R. Quinlan, J. Ross. 1993. C4.5: Programs for machine learning. Morgan Kaufmann Publishers."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"crossref","unstructured":"P.H. Yang J.Y. Hung C.J. Yang J.R. Tsai T.H. Wang J.C. Lee M.S. Huang. 2008. Successful weaning predictors in a respiratory care center in Taiwan. The Kaohsiung journal of medical sciences. 24(2) 85--91.  P.H. Yang J.Y. Hung C.J. Yang J.R. Tsai T.H. Wang J.C. Lee M.S. Huang. 2008. Successful weaning predictors in a respiratory care center in Taiwan. The Kaohsiung journal of medical sciences. 24(2) 85--91.","DOI":"10.1016\/S1607-551X(08)70102-5"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1378\/chest.127.2.598"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1378\/chest.104.4.1222"},{"key":"e_1_3_2_1_28_1","unstructured":"P.L. Jen. 2007. The Relationship between Nosocomial Infections and Medical Resources Consumption as well as the Prognosis in Long-Term Care Facilities? Example of Veteran Healthcare System Nursing Home. Master's thesis. China Medical University Taichung Taiwan.  P.L. Jen. 2007. The Relationship between Nosocomial Infections and Medical Resources Consumption as well as the Prognosis in Long-Term Care Facilities? Example of Veteran Healthcare System Nursing Home. Master's thesis. China Medical University Taichung Taiwan."}],"event":{"name":"ICBBB 2018: 2018 8th International Conference on Bioscience, Biochemistry and Bioinformatics","sponsor":["RIED, Tokai Univ., Japan RIED, Tokai University, Japan"],"location":"Tokyo Japan","acronym":"ICBBB 2018"},"container-title":["Proceedings of the 2018 8th International Conference on Bioscience, Biochemistry and Bioinformatics"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3180382.3180398","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3180382.3180398","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:26:52Z","timestamp":1750213612000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3180382.3180398"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1,18]]},"references-count":28,"alternative-id":["10.1145\/3180382.3180398","10.1145\/3180382"],"URL":"https:\/\/doi.org\/10.1145\/3180382.3180398","relation":{},"subject":[],"published":{"date-parts":[[2018,1,18]]},"assertion":[{"value":"2018-01-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}