On mining latent treatment patterns from electronic medical records

Huang, Z., Dong, W., Bath, P.A. et al. (2 more authors) (2015) On mining latent treatment patterns from electronic medical records. Data Mining and Knowledge Discovery, 29 (4). pp. 914-949. ISSN 1384-5810

Abstract

Metadata

Authors/Creators:
  • Huang, Z.
  • Dong, W.
  • Bath, P.A.
  • Ji, L.
  • Duan, H.
Copyright, Publisher and Additional Information: © 2014 Publisher. This is an author produced version of a paper subsequently published in Data Mining and Knowledge Discovery. Uploaded in accordance with the publisher's self-archiving policy.
Keywords: Clinical pathway analysis; Probabilistic topic models; Latent Dirichlet allocation; Pattern discovery; Electronic medical records
Dates:
  • Published (online): 24 September 2014
  • Published: July 2015
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Social Sciences (Sheffield) > Information School (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 03 Mar 2016 14:36
Last Modified: 10 Mar 2016 15:26
Published Version: https://dx.doi.org/10.1007/s10618-014-0381-y
Status: Published
Publisher: Springer Verlag
Refereed: Yes
Identification Number: https://doi.org/10.1007/s10618-014-0381-y

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Filename: Huang et al paper ver 3.0.pdf

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