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Order Sets and Topic Models
Application code and support script to reproduce topic model and order set prediction evaluations as published in JAMIA 2016 manuscript.
JAMIA 2016
Aug 17, 2016

Code package to match and reproduce manuscript: "Predicting Inpatient Clinical Order Patterns with Probabilistic Topic Models vs. Conventional Order Sets" JAMIA 2016  View License

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Aug 17, 2016
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PLEASE CITE THESE PAPERS

Predicting Inpatient Clinical Order Patterns with Probabilistic Topic Models vs. Conventional Order Sets Chen, J.H., Goldstein, M.K., Asch, S.M., Mackey, L., Altman, R.B. Journal of the American Medical Informatics Association (2016) (2016)


ICU DNR
Data underlying paper: "Reversals and Limitations of High-Intensity, Life-Sustaining Treatments" regarding clinical factors associated with DNR and Comfort Care orders in the ICU
PLoS Revision
Sep 26, 2017

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Sep 26, 2017
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Sep 26, 2017
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Item Association Code PSB 2016
PSB2016
Jan 04, 2016

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Jan 04, 2016
1 MB
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Source code

PLEASE CITE THESE PAPERS

Chen JH, Goldstein MK, Asch SM, Mackey L, Altman RB. Dynamically Evolving Clinical Practices and Implications For Predicting Medical Decisions. In: Pacific Symposium of Biocomputing.; 2016. (2016) View

Chen JH, Podchiyska T, Altman RB. OrderRex: Clinical order decision support and outcome predictions by data-mining electronic medical records. J. Am. Med. Informatics Assoc. 2015:ocv091. doi:10.1093/jamia/ocv091. (2015) View


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