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Discovering Associations Among Diagnosis Groups Using Topic Modeling

With the rapid growth of electronic medical records (EMR), there is an increasing need of automatically extract patterns or rules from EMR data with machine learning and data mining technqiues. In this work, we applied unsupervised statistical model, latent Dirichlet allocations (LDA), to cluster pa...

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Detalles Bibliográficos
Autores principales: Li, Ding Cheng, Thermeau, Terry, Chute, Christopher, Liu, Hongfang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4419765/
https://www.ncbi.nlm.nih.gov/pubmed/25954576