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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Detalles Bibliográficos

Publicado en:	Journal of Biomedical Informatics Vol. 110
Autores principales:	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.
Formato:	research Journal Article
Publicado:	Academic Press Inc. Oct2020
Acceso en línea:	Ver este registro en EBSCOhost