Imbalanced target prediction with pattern discovery on clinical data repositories.

Background: Clinical data repositories (CDR) have great potential to improve outcome prediction and risk modeling. However, most clinical studies require careful study design, dedicated data collection efforts, and sophisticated modeling techniques before a hypothesis can be tested. We aim to bridge...

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Bibliographic Details

Published in:	BMC Medical Informatics & Decision Making Vol. 17; pp. 1 - 13
Main Authors:	Tak-Ming Chan, Yuxi Li, Choo-Chiap Chiau, Jane Zhu, Jie Jiang, Yong Huo, Chan, Tak-Ming, Li, Yuxi, Chiau, Choo-Chiap, Zhu, Jane, Jiang, Jie, Huo, Yong
Format:	equations & formulas research tables/charts Journal Article
Published:	BioMed Central 4/20/2017
Online Access:	View this record in EBSCOhost