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Exploring the Value of Learned Representations for Automated Syndromic Definitions

CITE Title : Exploring the Value of Learned Representations for Automated Syndromic Definitions Personal Author(s) : Lee, Scott;Levin, Drew;Thomas, Jason;Finley, Patrick;Heilig, Charles; Conference Author(s) : International Society for Disease Surveillance Conference (2018 Jan 30-Feb 2 : Orlando, FL) Published Date : May 30 2018 Source : Online J Public Health Inform. 10(1). URL : https://stacks.cdc.gov/view/cdc/59212 Lee, Scott et al. (2018). Exploring the Value of Learned Representations for Automated Syndromic Definitions. 10(1). Lee, Scott et al. "Exploring the Value of Learned Representations for Automated Syndromic Definitions" 10, no. 1 (2018) Lee, Scott et al. "Exploring the Value of Learned Representations for Automated Syndromic Definitions" vol. 10, no. 1, 2018 Export RIS Citation Information.

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Lee, Scott ;

Levin, Drew

May 30 2018 | Online J Public Health Inform. 10(1).

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

CITE Title : Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports Personal Author(s) : 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;Christian, J. Blair;Tourassi, Georgia D.; Published Date : October 2020 Source : J Biomed Inform. 110:103564 URL : https://stacks.cdc.gov/view/cdc/108094 Yoon, Hong-Jun et al. (2020). Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports. 110 Yoon, Hong-Jun et al. "Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports" 110 (2020) Yoon, Hong-Jun et al. "Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports" vol. 110, 2020 Export RIS Citation Information.

:

Yoon, Hong-Jun ;

Klasky, Hilda B.

October 2020 | J Biomed Inform. 110:103564

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Objective:In machine learning, it is evident that the classification of the task performance increases if bootstrap aggregation (bagging) is applied. ...