A review of data mining using big data in health informatics

作者: Matthew Herland , Taghi M Khoshgoftaar , Randall Wald

DOI: 10.1186/2196-1115-1-2

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摘要: … The basic goal of Health Informatics is to take in real world medical data from all levels of … using Big Data tools and approaches for the analysis of Health Informatics data gathered at …

参考文章(63)
M. Hall, Correlation-based Feature Selection for Machine Learning PhD Thesis, Waikato Univer-sity. ,(1998)
Antarip Biswas, Saurav Nag, Naveen Ashish, Rajiv Pratap, Sumit Das, The Abzooba Smart Health Informatics Platform (SHIP) TM - From Patient Experiences to Big Data to Insights arXiv: Information Retrieval. ,(2012)
Palakorn Achananuparp, Xiaohua Hu, Xiajiong Shen, The Evaluation of Sentence Similarity Measures data warehousing and knowledge discovery. pp. 305- 316 ,(2008) , 10.1007/978-3-540-85836-2_29
N. H. Shah, J. D. Tenenbaum, The coming age of data-driven medicine: translational bioinformatics' next frontier Journal of the American Medical Informatics Association. ,vol. 19, pp. e2- e4 ,(2012) , 10.1136/AMIAJNL-2012-000969
Yoav Freund, Llew Mason, The Alternating Decision Tree Learning Algorithm international conference on machine learning. pp. 124- 133 ,(1999)
Eric McDonald, C. Titus Brown, khmer: Working with Big Data in Bioinformatics arXiv: Computational Engineering, Finance, and Science. ,(2013)
L.F. Mendonça, S.M. Vieira, J.M.C. Sousa, Decision tree search methods in fuzzy modeling and classification International Journal of Approximate Reasoning. ,vol. 44, pp. 106- 123 ,(2007) , 10.1016/J.IJAR.2006.07.004
Islem Ouanes, Carole Schwebel, Adrien Français, Cédric Bruel, François Philippart, Aurélien Vesin, Lilia Soufir, Christophe Adrie, Maïté Garrouste-Orgeas, Jean-François Timsit, Benoît Misset, Outcomerea Study Group, A model to predict short-term death or readmission after intensive care unit discharge Journal of Critical Care. ,vol. 27, pp. 422- ,(2012) , 10.1016/J.JCRC.2011.08.003
Ognjen Gajic, Michael Malinchoc, Thomas B. Comfere, Marcelline R. Harris, Ahmed Achouiti, Murat Yilmaz, Marcus J. Schultz, Rolf D. Hubmayr, Bekele Afessa, J Christopher Farmer, The Stability and Workload Index for Transfer score predicts unplanned intensive care unit patient readmission: initial development and validation Critical Care Medicine. ,vol. 36, pp. 676- 682 ,(2008) , 10.1097/CCM.0B013E318164E3B0