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Latent patient profile modelling and applications with mixed-variate restricted Boltzmann machine

Efficient management of chronic diseases is critical in modern health care. We consider diabetes mellitus, and our ongoing goal is to examine how machine learning can deliver information for clinical efficiency. The challenge is to aggregate highly heterogeneous sources including demographics, diagn...

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Bibliographic Details
Main Authors:	Nguyen, T., Tran, The Truyen, Phung, D., Venkatesh, S.
Format:	Conference Paper
Published:	2013
Online Access:	http://hdl.handle.net/20.500.11937/12693

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