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題名:以健保資料庫建構頭頸癌併發吸入性肺炎高風險病患之預測模式
書刊名:資訊管理學報
作者:李彥賢賴家玄蔡佳玲
作者(外文):Lee, Yen-hsienLai, Chia-hsuanCai, Jia-ling
出版日期:2017
卷期:24:3
頁次:頁341-367
主題關鍵詞:頭頸癌吸入性肺炎國民健康保險資料庫傾向分數配對整體學習演算法Head and neck cancerAspiration pneumoniaNational health insurance research databasePropensity score matchingEnsemble learning
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:3
  • 點閱點閱:18
期刊論文
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4.Becker, S. O.、Ichino, A.(2002)。Estimation of average treatment effects based on propensity scores。The Stata Journal,2(4),358-377。  new window
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6.He, H.、Garcia, E. A.(2009)。Learning from Imbalanced Data。IEEE Transactions on Knowledge and Data Engineering,21(9),1263-1284。  new window
7.Adnet, F.、Baud, F.(1996)。Relation between Glasgow Coma Scale and aspiration pneumonia。Lancet,348(9020),123-124。  new window
8.王宏銘、廖俊達、范網行、吳樹鏗、詹勝傑、閣紫宸(2009)。頭頸部鱗狀細胞癌治療的新進展。腫瘤護理雜誌,9(增刊),51-67。  延伸查詢new window
9.Breiman, L.(1996)。Bagging Predictor。Machine Learning,24(2),123-140。  new window
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11.Delgado, M.、Sánchez, D.、Martı́n-Bautista, M. J.、Vila, M. A.(2001)。Mining association rules with improved semantics in medical databases。Artificial Intelligence in Medicine,21(1),241-245。  new window
12.Daniels, S. K.、Brailey, K.、Priestly, D. H.、Herrington, L. R.、Weisberg, L. A.、Foundas, A. L.(1998)。Aspiration in patients with acute stroke。Archives of Physical Medicine and Rehabilitation,79(1),14-19。  new window
13.Chu, C. N.、Muo, C. H.、Chen, S. W.、Lyu, S. Y.、Morisky, D. E.(2013)。Incidence of pneumonia and risk factors among patients with head and neck cancer undergoing radiotherapy。BMC Cancer,13(370)。  new window
14.Frawley, W. J.、Piatetsky-Shapiro, G.、Matheus, C. J.(1991)。Knowledge discovery in databases: An overview。AI Magazine,13(3),57-70。  new window
15.Eisbruch, A.、Lyden, T.、Bradford, C. R.、Dawson, L. A.、Haxer, M. J.、Miller, A. E.、Wolf, G. T.(2002)。Objective assessment of swallowing dysfunction and aspiration after radiation concurrent with chemotherapy for head-and-neck cancer。International Journal of Radiation Oncology, Biology, Physics,53(1),23-28。  new window
16.Dubray-Vautrin, A.、Ballivet de Régloix, S.、Girod, A.、Jouffroy, T.、Rodriguez, J.(2015)。Epidemiology, diagnosis and treatment of head and neck cancers。Soins,60(798),32-35。  new window
17.Henley, W. E.、Hand, D. J.(1996)。A k-nearest-neighbour classifier for assessing consumer credit risk。Journal of the Royal Statistical Society: Series D (The Statistician),45(1),77-95。  new window
18.Freund, Y.、Schapire, R. E.(1997)。A decision-theoretic generalization of on-Line learning and an application to boosting。Journal of Computer and System Sciences,55(1),119-139。  new window
19.Lee, Y. H.、Hu, P.、Cheng, T. H.、Huang, T. C.、Chuang, W. Y.(2013)。A preclusteringbased ensemble learning technique for acute appendicitis diagnoses。Artificial Intelligence in Medicine,58(2),115-124。  new window
20.Langerman, A.、MacCracken, E.、Kasza, K.、Haraf, D. J.、Vokes, E. E.、Stenson, K. M.(2007)。Aspiration in chemoradiated patients with head and neck cancer。Archives of Otolaryngology--Head & Neck Surgery,133(12),1289-1295。  new window
21.Lüdemann, L.、Grieger, W.、Wurm, R.、Wust, P.、Zimmer, C.(2006)。Glioma assessment using quantitative blood volume maps generated by T1-weighted dynamic contrast-enhanced magnetic resonance imaging: A receiver operating characteristic study。Acta Radiol,47(3),303-310。  new window
22.Metz, C. E.(1978)。Basic principles of ROC analysis。Seminars in Nuclear Medicine,8(4),283-298。  new window
23.Marik, P. E.(2001)。Aspiration pneumonitis and aspiration pneumonia。New England Journal of Medicine,344(9),665-671。  new window
24.Liu, X. Y.、Wu, J.、Zhou, Z. H.(2009)。Exploratory undersampling for classimbalance learning。IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics,39(2),539-550。  new window
25.Obuchowski, N. A.(2003)。Receiver operating characteristic curves and their use in radiology。Radiology,229(1),3-8。  new window
26.Mortensen, H. R.、Jensen, K.、Grau, C.(2013)。Aspiration pneumonia in patients treated with radiotherapy for head and neck cancer。Acta Oncologica,52(2),270-276。  new window
27.Mittal, B. B.、Pauloski, B. R.、Haraf, D. J.、Pelzer, H. J.、Argiris, A.、Vokes, E. E.、Rademaker, A.、Logemann, J. A.(2003)。Swallowing dysfunction--preventative and rehabilitation strategies in patients with head-and-neck cancers treated with surgery, radiotherapy, and chemotherapy: a critical review。International Journal of Radiation Oncology, Biology, Physics,57(5),1219-1230。  new window
28.Valiant, L. G.(1984)。A theory of learnable。Communications of the ACM,27(11),1134-1142。  new window
29.Siegel, R.、Naishadham, D.、Jemal, A.(2012)。Cancer statistics, 2012。CA: A Cancer Journal for Clinicians,62(1),10-29。  new window
30.Roy, T. M.、Ossorio, M. A.、Cipolla, L. M.、Fields, C. L.、Snider, H. L.、Anderson, W. H.(1989)。Pulmonary complications after tricyclic antidepressant overdose。CHEST Journal,96(4),852-856。  new window
31.Rosen, A.、Rhee, T. H.、Kaufman, R.(2001)。Prediction of aspiration in patients with newly diagnosed untreated advanced head and neck cancer。Archives of Otolaryngology-Head & Neck Surgery,127(8),975-979。  new window
32.Zorman, M.、Eich, H. P.、Kokol, P.、Ohmann, C.(2001)。Comparison of three databases with a decision tree approach in the medical field of acute appendicitis。Studies in Health Technology and Informatics,84(2),1414-1418。  new window
33.Xu, B.、Boero, I. J.、Hwang, L.、Le, Q. T.、Moiseenko, V.、Sanghvi, P. R.、Cohen, E. E.、Mell, L. K.、Murphy, J. D.(2015)。Aspiration pneumonia after concurrent chemoradiotherapy for head and neck cancer。Cancer,121(8),1303-1311。  new window
34.Ward, E.、Jemal, A.、Cokkinides, V.、Singh, G. K.、Cardinez, C.、Ghafoor, A.、Thun, M.(2004)。Cancer disparities by race/ethnicity and socioeconomic status。CA: A Cancer Journal for Clinicians,52(4),78-93。  new window
35.Cortes, Corinna、Vapnik, Vladimir N.(1995)。Support-Vector Networks。Machine Learning,20(3),273-297。  new window
36.Chawla, Nitesh V.、Bowyer, Kevin W.、Hall, Lawrence O.、Kegelmeyer, W. Philip(2002)。SMOTE: Synthetic Minority Over-sampling Technique。Journal of Artificial Intelligence Research,16(1),321-357。  new window
會議論文
1.Freund, Y.、Schapire, R. E.(1996)。Experiments with a new boosting algorithm。The Thirteenth International Conference on Machine Learning,(會議日期: July 3-6)。Morgan Kaufmann。148-156。  new window
2.Dietterich, T. G.(2000)。Ensemble methods in machine learning。The First International Workshop on Multiple Classifier Systems,(會議日期: June 21-23)。Cagliari。1-15。  new window
3.Lewis, D.、Catlett, J.(1994)。Heterogeneous uncertainty sampling for supervised learning。The 11th International Conference on Machine Learning。New Brunswick, NJ。148-156。  new window
4.Kearns, M.、Valiant, L.(1989)。Crytographic limitations on learning boolean formulae and finite automata。The Twenty-First Annual ACM Symposium on Theory of Computing,(會議日期: May 14-17)。Seattle, WA。433-444。  new window
5.Lin, Z.、Hao, Z.、Yang, X.、Liu, X.(2009)。Several SVM ensemble methods integrated with under-sampling for imbalanced data learning。The Fifth International Conference on Advanced Data Mining and Applications,(會議日期: 2009/08/17-08/19)。Beijing:Springer-Verlag。536-544。  new window
6.Parsons, L. S.(2001)。Reducing bias in a propensity score matched-pair sample using greedy matching techniques。The Twenty-Sixth Annual SAS® Users Group International Conference,(會議日期: April 22-25)。Long Beach, California。214-226。  new window
圖書
1.Mitchell, T. M.(1997)。Machine Learning。McGraw-Hill。  new window
2.Baum, G. L.、Crapo, J. D.、Celli, B. R.、Karlinsky, J. B.(1998)。Textbook of Pulmonary Diseases。Philadelphia:Lippincott Williams & Wilkins。  new window
3.Irwin, R. S.、Cerra, F. B.、Rippe, J. M.(1999)。Irwin and Rippe's Intensive Care Medicine。Philadelphia:Lippincott Williams & Wilkins。  new window
4.Nilsson, N. J.(1965)。Learning Machines。New York:McGraw-Hill。  new window
5.Berry, Michael J. A.、Linoff, Gordon S.(1997)。Data Mining Techniques for Marketing, Sales and Customer Support。John Wiley & Sons, Inc.。  new window
其他
1.陳錦華(2014)。傾向分數(propensity score)在估計風險比之使用方法,http://biostat.tmu.edu.tw/page/epaper/2stat.pdf。  延伸查詢new window
 
 
 
 
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