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My bibliography Save this articleIntegrating Structured and Unstructured EHR Data for Predicting Mortality by Machine Learning and Latent Dirichlet Allocation Method
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- Shane Nanayakkara & Sam Fogarty & Michael Tremeer & Kelvin Ross & Brent Richards & Christoph Bergmeir & Sheng Xu & Dion Stub & Karen Smith & Mark Tacey & Danny Liew & David Pilcher & David M Kaye, 2018. "Characterising risk of in-hospital mortality following cardiac arrest using machine learning: A retrospective international registry study," PLOS Medicine, Public Library of Science, vol. 15(11), pages 1-16, November.
- P Celard & A Seara Vieira & E L Iglesias & L Borrajo, 2020. "LDA filter: A Latent Dirichlet Allocation preprocess method for Weka," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-14, November.
- Claire Senot, 2019. "Continuity of Care and Risk of Readmission: An Investigation into the Healthcare Journey of Heart Failure Patients," Production and Operations Management, Production and Operations Management Society, vol. 28(8), pages 2008-2030, August.
- Bin Liu & Longyun Fang & Fule Liu & Xiaolong Wang & Junjie Chen & Kuo-Chen Chou, 2015. "Identification of Real MicroRNA Precursors with a Pseudo Structure Status Composition Approach," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-20, March.
- Liangfei Qiu & Subodha Kumar & Arun Sen & Atish P. Sinha, 2022. "Impact of the Hospital Readmission Reduction Program on hospital readmission and mortality: An economic analysis," Production and Operations Management, Production and Operations Management Society, vol. 31(5), pages 2341-2360, May.
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structured vs. unstructured data; machine learning; intensive care units; electronic health records; predictive modeling;All these keywords.
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