Machine Learning-Based Missing Value Imputation Method for Clinical Datasets
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Publisher
Springer Netherlands
Link
http://link.springer.com/content/pdf/10.1007/978-94-007-6190-2_19
Reference38 articles.
1. Sittig DF, Wright A, Osheroff JA, Middleton B, Teich JM, Ash JS et al (2008) Grand challenges in clinical decision support. J Biomed Inform 41:387–392
2. Fox J, Glasspool D, Patkar V, Austin M, Black L, South M et al (2010) Delivering clinical decision support services: there is nothing as practical as a good theory. J Biomed Inform 43:831–843
3. Bellazzi R, Zupan B (2008) Predictive data mining in clinical medicine: current issues and guidelines. Int J Med Inform 77:81–97
4. Dasu T, Johnson T (2003) Exploratory data mining and data cleaning. Wiley-Interscience, New York
5. Tsumoto S (2000) Problems with mining medical data. In: Computer software and applications conference, COMPSAC, pp 467–468
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