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題名:以資料探勘技術進行糖尿病與乳癌關聯性分析之研究
書刊名:數據分析
作者:李天行黃婷萱呂奇傑 引用關係
作者(外文):Lee, Tian-shyugHuang, Ting-xuanLu, Chi-jie
出版日期:2016
卷期:11:5
頁次:頁77-96
主題關鍵詞:資料探勘糖尿病疾病危險因子乳癌Data miningDiabetes mellitusDisease risk factorBreast cancer
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(1) 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:1
  • 共同引用共同引用:1
  • 點閱點閱:5
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。  new window
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。  new window
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new window
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。  new window
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new window
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。  new window
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。new window  延伸查詢new window
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)。  new window
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。new window  延伸查詢new window
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new window
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。  new window
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。  new window
13.Emerging Risk Factors Collaboration(2011)。Diabetes mellitus, fasting glucose, and risk of cause-specific death。New England Journal Medicine,364(9),829-841。  new window
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。  new window
15.Laupacis, A.、Sekar, N.(1997)。Clinical prediction rules: a review and suggested modifications of methodological standards。JAMA,277(6),488-494。  new window
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)。  new window
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。  new window
18.Keteepe-Arachi, T.、Sharma, S.(2016)。Underestimating risk in women delays diagnosis of CVD。The Practitioner,260(1791),11-15。  new window
19.Maynard, G. D.(1910)。A statistical study in cancer death-rates。Biometrika,7(3),276-304。  new window
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。  new window
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。  new window
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。  new window
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)。  new window
24.Suh, S.、Kim, K. W.(2011)。Diabetes and cancer: is diabetes causally related to cancer?。Diabetes & Metabolism Journal,35(3),193-198。  new window
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。  new window
26.Reaven, G. M.(1980)。Insulin-independent diabetes mellitus: metabolic characteristics。Metabolism,29(5),445-454。  new window
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。  new window
28.Wolf, I.、Sadetzki, S.、Catane, R.、Karasik, A.、Kaufman, B.(2005)。Diabetes mellitus and breast cancer。The lancet oncology,6(2),103-111。  new window
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。  new window
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。  new window
31.Fayyad, Usama M.、Piatetsky-Shapiro, Gregory、Smyth, Padhraic(1996)。From Data Mining to Knowledge Discovery in Databases。AI Magazine,17(3),37-54。  new window
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。  new window
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。  new window
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。  new window
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new window
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new window
圖書
1.Cabena, P.、Hadjinian, P.、Stadler, R.、Verhees, J.、Zanasi, A.(1998)。Discovering Data Mining From Concept to Implementation。Prentice Hall。  new window
2.Breiman, L.、Friedman, J. H.、Olshen, R. A.、Stone, C. J.(1984)。Classification and Regression Trees。CRC Press。  new window
單篇論文
1.Longadge, R.,Dongre, S.(2013)。Class imbalance problem in data mining review。  new window
 
 
 
 
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