Effective Information Extraction Framework for Heterogeneous Clinical Reports Using Online Machine Learning and Controlled Vocabularies
Effective Information Extraction Framework for Heterogeneous Clinical Reports Using Online Machine Learning and Controlled Vocabularies
Shuai Zheng
1
, PhD ;
James J Lu
2
* , PhD ;
Nima Ghasemzadeh
3
, MD ;
Salim S Hayek
3
, MD ;
Arshed A Quyyumi
3
, MD ;
Fusheng Wang
4
* , PhD
1
Department of Biomedical Informatics, Emory University, Atlanta, GA, United States
2
Department of Mathematics and Computer Science, Emory University, Atlanta, GA, United States
3
Division of Cardiology, Emory School of Medicine, Emory University, Atlanta, GA, United States
4
Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, United States
*these authors contributed equally
Corresponding Author:
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Fusheng Wang, PhD
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Department of Biomedical Informatics
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Stony Brook University
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2211 Computer Science
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Stony Brook, NY, 11794-8330
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United States
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Phone:
1 6316327528
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Fax: 1 6316381323
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Email: fusheng.wang@stonybrook.edu