Countering imbalanced datasets to improve adverse drug event predictive models in labor and delivery.

Background: The IOM report, Preventing Medication Errors, emphasizes the overall lack of knowledge of the incidence of adverse drug events (ADE). Operating rooms, emergency departments and intensive care units are known to have a higher incidence of ADE. Labor and delivery (L&D) is an emergency care...

Full description

Bibliographic Details
Published in:Journal of Biomedical Informatics Vol. 42; no. 2; pp. 356 - 365
Main Authors: Taft LM, Evans RS, Shyu CR, Egger MJ, Chawla N, Mitchell JA, Thornton SN, Bray B, Varner M, Taft, L M, Evans, R S, Shyu, C R, Egger, M J, Chawla, N, Mitchell, J A, Thornton, S N, Bray, B, Varner, M
Format: research Journal Article
Published: Academic Press Inc. Apr2009
Online Access:View this record in EBSCOhost