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題名:應用機器學習演算法建立貧血疾病之分類模型以提升醫療品質
書刊名:品質學報
作者:楊婉華鄭春生
作者(外文):Yang, Wan-huaCheng, Chuen-sheng
出版日期:2021
卷期:28:4
頁次:頁283-295
主題關鍵詞:貧血全血細胞計數機器學習演算法隨機森林支援向量機AnemiaComplement blood countMachine learningRandom forestSupport vector machine
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:0
  • 點閱點閱:4
期刊論文
1.Hsu, C.-W.、Lin, C.-J.(2002)。A comparison of methods for multiclass support vector machines。IEEE Transactions on Neural Networks,13(2),415-425。  new window
2.Sun, Yanmin、Wong, Andrew K. C.、Kamel, Mohamed S.(2009)。Classification of Imbalanced Data: A Review。International Journal of Pattern Recognition and Artificial Intelligence,23(4),687-719。  new window
3.Powers, David M. W.(2011)。Evaluation: From Precision, Recall and F-Measure to ROC, Informedness, Markedness & Correlation。International Journal of Machine Learning Technology,2(1),37-63。  new window
4.Parthiban, G.、Srivatsa, S. K.(2012)。Applying machine learning methods in diagnosing heart disease for diabetic patients。International Journal of Applied Information Systems,3(7),25-30。  new window
5.Breiman, Leo(2001)。Random Forests。Machine Learning,45(1),5-32。  new window
6.Akrimi, J. A.、Ahmad, A. R.、George, L. E.(2013)。Review of machine learning techniques in anemia recognition。International Journal of Science and Research,2(3),140-142。  new window
7.Akter, F.、Hossin, M.、Daiyan, G.、Hossain, M.(2018)。Classification of hematological data using data mining technique to predict diseases。Journal of Computer and Communications,6,76-83。  new window
8.AlAgha, A. S.、Faris, H.、Hammo, B. H.、Al-Zoubi, A. M.(2018)。Identifying ß-thalassemia carriers using a data mining approach: the case of the Gaza Strip, Palestine。Artificial Intelligence in Medicine,88,70-83。  new window
9.Ali, J.、Ahmad, A. R.、George, L. E.、Der, C. S.、Aziz, S.(2013)。A review of machine learning techniques and statistical models in anaemia。International Journal of Science & Technology,2(2),171-175。  new window
10.Amin, N.、Habib, A.(2015)。Comparison of different classification techniques using WEKA for hematological data。American Journal of Engineering Research,4(3),55-61。  new window
11.Chaurasia, V.、Pal, S.(2013)。Data mining approach to detect heart diseases。International Journal of Advanced Computer Science and Information Technology,2(4),56-66。  new window
12.Iyer, A.、Jeyalatha, S.、Sumbaly, R.(2015)。Diagnosis of diabetes using classification mining techniques。International Journal of Data Mining & Knowledge Management Process,5(1),1-14。  new window
13.Janz, T. G.、Johnson, R. L.、Rubenstein, S. D.(2013)。Anemia in the emergency department: evaluation and treatment。Emergency Medicine Practice,15(11),1-15。  new window
14.Otoom, A. F.、Abdallah, E. E.、Kilani, Y.、Kefaye, A.、Ashour, M.(2015)。Effective diagnosis and monitoring of heart disease。International Journal of Software Engineering and Its Applications,9(1),143-156。  new window
15.Veluchamy, M.、Perumal, K.、Ponuchamy, T.(2012)。Feature extraction and classification of blood cells using artificial neural network。American Journal of Applied Sciences,9(5),615-619。  new window
16.Zhou, Z.-H.、Liu, X.-Y.(2006)。Training cost-sensitive neural networks with methods addressing the class imbalance problem。IEEE Transactions on Knowledge and Data Engineering,18(1),63-77。  new window
會議論文
1.Bashir, S.、Qamar, U.、Khan, F. H.、Javed, M. Y.(2014)。An efficient rule-based classification of diabetes using ID3, C4.5, & CART Ensembles。12th International Conference on Frontiers of Information Technology。  new window
2.Bellinger, C.、Amid, A.、Japkowicz, N.、Japkowicz, N.、Victor, H.(2015)。Multi-label classification of anemia patients。IEEE 14th International Conference on Machine Learning and Applications。  new window
3.Huang, F.、Wang, S.、Chan, C.-C.(2012)。Predicting disease by using data mining based on healthcare information system。IEEE International Conference on Granular Computing。  new window
4.Poomcokrak, J.、NeatpisaRNvanit, C.(2008)。Red blood cells extraction and counting。The 3rd International Symposium on Biomedical Engineering。  new window
5.Sanap, S. A.、Nagori, M.、Kshirsagar, V.(2011)。Classification of anemia using data mining techniques。Swarm, Evolutionary, and Memetic Computing: Second International Conference,(會議日期: December 19-21, 2011),113-121。  new window
 
 
 
 
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