Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports.

Objective: In machine learning, it is evident that the classification of the task performance increases if bootstrap aggregation (bagging) is applied. However, the bagging of deep neural networks takes tremendous amounts of computational resources and training time. The research question that we aim...

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Bibliographic Details

Published in:	Journal of Biomedical Informatics Vol. 110
Main Authors:	Yoon, Hong-Jun, Klasky, Hilda B., Gounley, John P., Alawad, Mohammed, Gao, Shang, Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Coyle, Linda, Penberthy, Lynne, Blair Christian, J., Tourassi, Georgia D.
Format:	research Journal Article
Published:	Academic Press Inc. Oct2020
Online Access:	View this record in EBSCOhost