:::

詳目顯示

回上一頁
題名:應用整合式多階段分類模式於肝臟疾病的患者預測之研究
書刊名:數據分析
作者:李岳樺沈湘莉呂奇傑 引用關係周茂振
作者(外文):Lee, Yueh-huaShen, Hsiang-liLu, Chi-jieJhou, Mao-jhen
出版日期:2022
卷期:17:3
頁次:頁1-16
主題關鍵詞:肝臟疾病特徵選取資料不平衡整合式預測模式Liver diseaseFeature selectionData imbalanceIntegrated prediction model
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(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:0
  • 點閱點閱:3
期刊論文
1.Kumar, Y.、Sahoo, G.(2013)。Prediction of Different Types of Liver Diseases Using Rule Based Classification Model。Technology & Health Care: Official Journal of the European Society for Engineering & Medicine,21(5),417-432。  new window
2.Friedman, Jerome H.(1991)。Multivariate Adaptive Regression Splines。The Annals of Statistics,19(1),1-67。  new window
3.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
4.Lin, R.-H.(2009)。An intelligent model for liver disease diagnosis。Artificial Intelligence in Medicine,47(1),53-62。  new window
5.Cortes, Corinna、Vapnik, Vladimir N.(1995)。Support-Vector Networks。Machine Learning,20(3),273-297。  new window
6.Abdar, M.、Zomorodi-Moghadam, M.、Das, R.、Ting, I. H.(2017)。Performance analysis of classification algorithms on early detection of liver disease。Expert Systems with Applications,67,239-251。  new window
7.Açıkoğlu, M.、Tuncer, S. A.(2020)。Incorporating feature selection methods into a machine learning-based neonatal seizure diagnosis。Medical hypotheses,135。  new window
8.Andrade, A.、Silva, J. S.、Santos, J.、Belo-Soares. P.(2012)。Classifier approaches for liver steatosis using ultrasound images。Procedia Technology,5,763-770。  new window
9.Araújo, A. R.、Rosso, N.、Bedogni, G.、Tiribelli, C.、Bellentani, S.(2018)。Global epidemiology of non-alcoholic fatty liver disease/non-alcoholic steatohepatitis: What we need in the future。Liver international: official journal of the International Association for the Study of the Liver,38(Suppl 1),47-51。  new window
10.Bugianesi, E.、Leone, N.、Vanni, E.、Marchesini, G.、Brunello, F.、Carucci, P.、Musso, A.、De Paolis, P.、Capussotti, L.、Salizzoni, M.(2002)。Expanding the natural history of nonalcoholic steatohepatitis: From cryptogenic cirrhosis to hepatocellular carcinoma。Gastroenterology,123(1),134-140。  new window
11.Chalasani, N.、Younossi, Z.、Lavine, J. E.、Diehl, A. M.、Brunt, E. M.、Cusi, K.、Charlton, M.、Sanyal, A. J.(2012)。The diagnosis and management of non-alcoholic fatty liver disease: practice Guideline by the American Association for the Study of Liver Diseases, American College of Gastroenterology, and the American Gastroenterological Association。Hepatology,55(6),2005-2023。  new window
12.Fernando, H.、Wiktorowicz, J. E.、Soman, K. V.、Kaphalia, B. S.、Khan, M. F.、Shakeel Ansari, G. A.(2013)。Liver proteomics in progressive alcoholic steatosis。Toxicology and applied pharmacology,266(3),470-480。  new window
13.Fotouhi, S.、Asadi, S.、Kattan, M. W.(2019)。A comprehensive data level analysis for cancer diagnosis on imbalanced data。Journal of biomedical informatics,90。  new window
14.Gulia, A.、Vohra, R.、Rani, P.(2014)。Liver Patient Classification Using Intelligent Techniques。International Journal of Computer Science and Information Technologies,5(4),5110-5115。  new window
15.Islam, M. M.、Wu, C. C.、Poly, T. N.、Yang, H. C.、Li, Y. J.(2018)。Applications of Machine Learning in Fatty Live Disease Prediction。Studies in health technology and informatics,247,166-170。  new window
16.Kim, Y. S.、Sohn, S. Y.、Kim, Dong Kee、Kim, Donggeon、Paik, Y. H.、Shim, H. S.(2003)。Screening test data analysis for liver disease prediction model using growth curve。Biomedicine & pharmacotherapy,57(10),482-488。  new window
17.Lavanya, D.、Rani, D. K. U.(2011)。Analysis of feature selection with classification: Breast cancer datasets。Indian Journal of Computer Science and Engineering,2,756-763。  new window
18.Ma, H.、Xu, C.、Xu, L.、Yu, C.、Miao, M.、Li, Y.(2013)。Independent association of HbA1c and nonalcoholic fatty liver disease in an elderly Chinese population。BMC gastroenterology,13。  new window
19.Matteoni, C. A.、Younossi, Z. M.、Gramlich, T.、Boparai, N.、Liu, Y. C.、McCullough, A. J.(1999)。Nonalcoholic fatty liver disease: a spectrum of clinical and pathological severity。Gastroenterology,116(6),1413-1419。  new window
20.Naseem, R.、Khan, B.、Shah, M. A.、Wakil, K.、Khan, A.、Alosaimi, W.、Uddin, M. I.、Alouffi, B.(2020)。Performance Assessment of Classification Algorithms on Early Detection of Liver Syndrome。Journal of Healthcare Engineering,2020,(6680002)1-(6680002)13。  new window
21.Sung, K. C.、Kim, S. H.(2011)。Interrelationship between fatty liver and insulin resistance in the development of type 2 diabetes。The Journal of clinical endocrinology and metabolism,96(4),1093-1097。  new window
22.Targher, G.、Day, C. P.、Bonora, E.(2010)。Risk of cardiovascular disease in patients with nonalcoholic fatty liver disease。The New England journal of medicine,363(14),1341-1350。  new window
23.Tian, X.、Chong, Y.、Huang, Y.、Guo, P.、Li, M.、Zhang, W.、Du, Z.、Li, X.、Hao, Y.(2019)。Using machine learning algorithms to predict hepatitis B surface antigen seroclearance。Computational and Mathematical Methods in Medicine,2019,(6915850)1-(6915850)7。  new window
24.Vijayarani, S.、Dhayanand, S.(2015)。Liver disease prediction using SVM and Naïve Bayes algorithms。International Journal of Science, Engineering and Technology Research,4(4),816-820。  new window
25.Viloria, A.、Lezama, O. B. P.、Mercado-caruzo, N.(2020)。Unbalanced data processing using oversampling: Machine learning。Procedia Computer Science,175,108-113。  new window
26.Wang, Y.、Du, Z.、Lawrence, W. R.、Huang, Y.、Deng, Y.、Hao, Y.(2019)。Predicting Hepatitis B Virus Infection Based on Health Examination Data of Community Population。International journal of environmental research and public health,16(23)。  new window
27.Williams, C. D.、Stengel, J.、Asike, M. I.、Torres, D. M.、Shaw, J.、Contreras, M.、Landt, C. L.、Harrison, S. A.(2011)。Prevalence of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis among a largely middle-aged population utilizing ultrasound and liver biopsy: a prospective study。Gastroenterology,140(1),124-131。  new window
28.Wu, C. C.、Yeh, W. C.、Hsu, W. D.、Islam, M. M.、Nguyen, P.、Poly, T. N.、Wang, Y. C.、Yang, H. C.、Li, Y. C. Jack(2019)。Prediction of fatty liver disease using machine learning algorithms。Computer Methods and Programs in Biomedicine,170,23-29。  new window
29.Young, J. F.、Tsai, C. A.、Chen, J. J.、Latendresse, J. R.、Kodell, R. L.(2006)。Database composition can affect the structure-activity relationship prediction。Journal of Toxicology and Environmental Health, Part A,69(16),1527-1540。  new window
會議論文
1.Chen, T. C.、Guestrin, C.(2016)。Xgboost: A scalable tree boosting system。The 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,(會議日期: 13-17 August, 2016)。ACM。785-794。  new window
2.Bidi, N.、Elberrichi, Z.(2016)。Feature selection for text classification using genetic algorithms。The 2016 8th International Conference on Modelling, Identification and Control,806-810。  new window
3.Thirunavukkarasu, K.、Singh, A. S.、Irfan, M.、Chowdhury, A.(2018)。Prediction of Liver Disease using Classification Algorithms。The 2018 4th International Conference on Computing Communication and Automation,1-3。  new window
4.Yap, B. W.、Rani, K. A.、Rahman, H. A.、Fong, S.、Khairudin, Z.、Abdullah, N. N.(2014)。An Application of Oversampling, Undersampling, Bagging and Boosting in Handling Imbalanced Datasets。The First International Conference on Advanced Data and Information Engineering,13-22。  new window
圖書
1.Vapnik, Vladimir N.(1998)。Statistical Learning Theory。John Wiley and Sons, Inc.。  new window
 
 
 
 
第一頁 上一頁 下一頁 最後一頁 top
:::
QR Code
QRCODE