On mining latent treatment patterns from electronic medical records

Data Mining and Knowledge Discovery

Volumn 29, Issue 4, 2015, Pages 914-949

  Huang, Zhengxing ^a   Dong, Wei ^b   Bath, Peter ^c   Ji, Lei ^b   Duan, Huilong ^a  

^a ZHEJIANG UNIVERSITY   (China)

^b CHINESE PLA GENERAL HOSPITAL   (China)

^c UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

Clinical pathway analysis; Electronic medical records; Latent Dirichlet allocation; Pattern discovery; Probabilistic topic models

Indexed keywords

DATA MINING; HOSPITALS; MEDICAL COMPUTING; MEDICAL INFORMATION SYSTEMS; STATISTICS;

CLINICAL PATHWAYS; ELECTRONIC MEDICAL RECORD; LATENT DIRICHLET ALLOCATION; PATTERN DISCOVERY; PROBABILISTIC TOPIC MODELS;

PATIENT TREATMENT;

EID: 84930483836     PISSN: 13845810     EISSN: 1573756X     Source Type: Journal    
DOI: 10.1007/s10618-014-0381-y     Document Type: Article

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