| 期刊論文1. | Yen, S.-J.、Lee, Y.-S.(2009)。Cluster-based under-sampling approaches for imbalanced data distributions。Expert Systems with Applications,36(3),5718-5727。 | 2. | Giovannucci, E.、Harlan, D. M.、Archer, M. C.、Bergenstal, R. M.、Gapstur, S. M.、Habel, L. A.(2010)。Diabetes and cancer: a consensus report。CA: A Cancer Journal for Clinicians,60(4),207-221。 | 3. | 陳民虹(20050100)。乳癌的流行病學特徵及危險因子。澄清醫護管理雜誌,1(1),30-38。 延伸查詢 | 4. | Lin, T.、Chou, P.、Lai, M. S.、Tsai, S. T.、Tai, T. Y.(2001)。Direct costs-of illness of patients with diabetes mellitus in Taiwan。Diabetes Research and Clinical Practice,54(Suppl 1),43-46。 | 5. | 沈宜靜、林建良、許惠恒(20110200)。糖尿病與癌症之關聯以及臺灣現況探討。內科學誌,22(1),19-30。 延伸查詢 | 6. | Tseng, C. H.、Chong, C. K.、Tai, T. Y.(2009)。Secular trend for mortality from breast cancer and the association between diabetes and breast cancer in Taiwan between 1995 and 2006。Diabetologia,52(2),240-246。 | 7. | 顏秀珍、李御璽、王秋光(20091200)。改善不平衡資料集中少數類別資料之分類正確性的方法。電子商務學報,11(4),847-858。 延伸查詢 | 8. | Gu, X.、Ni, T.、Wang, H.(2014)。New fuzzy support vector machine for the class imbalance problem in medical datasets classification。The Scientific World Journal,2014(9)。 | 9. | 陳正美、徐建業、邱泓文、白其卉、吳柏勳(20111000)。以類神經網路及分類迴歸樹輔助肝癌病患預測存活情形。臺灣公共衛生雜誌,30(5),481-493。 延伸查詢 | 10. | 李哲全、傅振宗、吳篤安(20060200)。糖尿病的診斷與治療。慈濟醫學,18(1增刊),1-9。 延伸查詢 | 11. | Boyle, P.、Boniol, M.、Koechlin, A.、Robertson, C.、Valentini, F.、Coppens, K.(2012)。Diabetes and breast cancer risk: a meta-analysis。British Journal of Cancer,107(9),1608-1617。 | 12. | Dine, J.、Deng, C. X.(2013)。Mouse models of BRCA1 and their application to breast cancer research。Cancer and Metastasis Reviews,32(1/2),25-37。 | 13. | Emerging Risk Factors Collaboration(2011)。Diabetes mellitus, fasting glucose, and risk of cause-specific death。New England Journal Medicine,364(9),829-841。 | 14. | Fonarow, G. C.、Adams, K. F.、Abraham, W. T.、Yancy, C. W.、Boscardin, W. J.、ADHERE Scientific Advisory Committee(2005)。Risk stratification for in-hospital mortality in acutely decompensated heart failure: classification and regression tree analysis。JAMA,293(5),572-580。 | 15. | Laupacis, A.、Sekar, N.(1997)。Clinical prediction rules: a review and suggested modifications of methodological standards。JAMA,277(6),488-494。 | 16. | Hu, J.、He, X.、Yu, D. J.、Yang, X. B.、Yang, J. Y.、Shen, H. B.(2014)。A new supervised over-sampling algorithm with application to protein-nucleotide binding residue prediction。PloS one,9(9)。 | 17. | Joslin, E. P.、Lombard, H. L.、Burrows, R. E.、Manning, M. D.(1959)。Diabetes and cancer。New England Journal of Medicine,260(10),486-488。 | 18. | Keteepe-Arachi, T.、Sharma, S.(2016)。Underestimating risk in women delays diagnosis of CVD。The Practitioner,260(1791),11-15。 | 19. | Maynard, G. D.(1910)。A statistical study in cancer death-rates。Biometrika,7(3),276-304。 | 20. | Law, J. H.、Habibi, G.、Hu, K.、Masoudi, H.、Wang, M. Y.、Stratford, A. L.(2008)。Phosphorylated insulin-like growth factor-i/insulin receptor is present in all breast cancer subtypes and is related to poor survival。Cancer Research,68(24),10238-10246。 | 21. | Michels, K. B.、Solomon, C. G.、Hu, F. B.、Rosner, B. A.、Hankinson, S. E.、Colditz, G. A.、Manson, J. E.(2003)。Type 2 diabetes and subsequent incidence of breast cancer in the Nurses' Health Study。Diabetes care,26(6),1752-1758。 | 22. | Oh, S. M.、Stefani, K. M.、Kim, H. C.(2014)。Development and application of chronic disease risk prediction models。Yonsei Medical Journal,55(4),853-860。 | 23. | Pereira, S.、Fontes, F.、Sonin, T.、Dias, T.、Fragoso, M.、Castro-Lopes, J.、Lunet, N.(2014)。Neurological complications of breast cancer: study protocol of a prospective cohort study。BMJ open,4(10)。 | 24. | Suh, S.、Kim, K. W.(2011)。Diabetes and cancer: is diabetes causally related to cancer?。Diabetes & Metabolism Journal,35(3),193-198。 | 25. | Srokowski, T. P.、Fang, S.、Hortobagyi, G. N.、Giordano, S. H.(2009)。Impact of diabetes mellitus on complications and outcomes of adjuvant chemotherapy in older patients with breast cancer。Journal of Clinical Oncology,27(13),2170-2176。 | 26. | Reaven, G. M.(1980)。Insulin-independent diabetes mellitus: metabolic characteristics。Metabolism,29(5),445-454。 | 27. | Xie, X. D.、Qu, S. X.、Liu, Z. Z.、Zhang, F.、Zheng, Z. D.(2009)。Study on relationship between angiogenesis and micrometastases of peripheral blood in breast cancer。Journal of cancer research and clinical oncology,135(3),413-419。 | 28. | Wolf, I.、Sadetzki, S.、Catane, R.、Karasik, A.、Kaufman, B.(2005)。Diabetes mellitus and breast cancer。The lancet oncology,6(2),103-111。 | 29. | Yen, S. J.、Lee, Y. S.(2006)。Under-sampling approaches for improving prediction of the minority class in an imbalanced dataset。Intelligent Control and Automation,344(8),731-740。 | 30. | Tabaei, B. P.、Herman, W. H.(2002)。A multivariate logistic regression equation to screen for diabetes development and validation。Diabetes Care,25(11),1999-2003。 | 31. | Fayyad, Usama M.、Piatetsky-Shapiro, Gregory、Smyth, Padhraic(1996)。From Data Mining to Knowledge Discovery in Databases。AI Magazine,17(3),37-54。 | 會議論文1. | Zhang, J.、Mani, I.(2003)。KNN Approach to Unbalanced Data Distributions: A Case Study Involving Information Extraction。20th ICML Workshop on Learning from Imbalanced Datasets。Washington, DC。 | 2. | Palaniappan, S.、Awang, R.(2008)。Intelligent heart disease prediction system using data mining techniques。2008 IEEE/ACS International Conference on Computer Systems and Applications。Doha。108-115。 | 3. | Prather, J. C.、Lobach, D. F.、Goodwin, L. K.、Hales, J. W.、Hage, M. L.、Hammond, W. E.(1997)。Medical data mining: knowledge discovery in a clinical data warehouse。The AMIA Annual Fall Symposium。Nashville, TN。101-105。 | 研究報告1. | 衛生福利部統計處(2015)。103年度死因統計。 延伸查詢 | 學位論文1. | 鄭淑敏(2013)。台灣地區第2型糖尿病病患降血糖藥物的治療與癌症的關聯性(碩士論文)。高雄醫學大學。 延伸查詢 | 圖書1. | Cabena, P.、Hadjinian, P.、Stadler, R.、Verhees, J.、Zanasi, A.(1998)。Discovering Data Mining From Concept to Implementation。Prentice Hall。 | 2. | Breiman, L.、Friedman, J. H.、Olshen, R. A.、Stone, C. J.(1984)。Classification and Regression Trees。CRC Press。 | 單篇論文1. | Longadge, R.,Dongre, S.(2013)。Class imbalance problem in data mining review。 | |
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