Jeffrey P. Ferraro

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 9

Top Topics

Diagnostic Systems

Computational Linguistics

Natural Language

Top Venues

J. Am. Medical Informatics Assoc.

Appl. Clin. Inform.

Publications

Brian T. Bucher, Jianlin Shi, Robert J. Pettit, Jeffrey P. Ferraro, Wendy W. Chapman, Adi V. Gundlapalli
Determination of Marital Status of Patients from Structured and Unstructured Electronic Healthcare Data. AMIA (2019)
Jianlin Shi, Siru Liu, Liese C. Pruitt, Carolyn Luppens, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher
Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance. AMIA (2019)
Jeffrey P. Ferraro, Jason R. Jacobs, Ithan D. Peltan, Michael Lanspa, Raj Srivastava, Colin K. Grissom
Aiding in the Identification of Acute Respiratory Distress Syndrome (ARDS) from Radiograph Reports using Natural Language Processing. AMIA (2019)
Siru Liu, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher
Detection of Healthcare-Associated Infections Using Electronic Health Record Data. AMIA (2018)
Jeffrey P. Ferraro, Ye Ye, Per H. Gesteland, Peter J. Haug, Fu-Chiang Tsui, Gregory F. Cooper, Rudy Van Bree, Thomas Ginter, Andrew Nowalk, Michael Wagner
The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance. Appl. Clin. Inform. 8 (02) (2017)
Peter J. Haug, Jeffrey P. Ferraro, Nathan C. Dean
Screening the Contribution of Medical Reports to Electronic Diagnostic Systems. AMIA (2017)
John M. Aronis, Nicholas Millett, Michael M. Wagner, Fu-Chiang Tsui, Ye Ye, Jeffrey P. Ferraro, Peter J. Haug, Per H. Gesteland, Gregory F. Cooper
A Bayesian system to detect and characterize overlapping outbreaks. J. Biomed. Informatics 73 (2017)
Jeffrey P. Ferraro, Peter J. Haug, Michael M. Wagner
Why is Natural Language Processing so Difficult to Generalize? AMIA (2016)
Peter J. Haug, Jeffrey P. Ferraro
Using a Semi-Automated Modeling Environment to Construct a Bayesian, Sepsis Diagnostic System. BCB (2016)
Peter J. Haug, Xinzi Wu, Jeffrey P. Ferraro, Guergana Savova, Stanley M. Huff, Christopher G. Chute
Developing a Section Labeler for Clinical Documents. AMIA (2014)
Jeffrey P. Ferraro, Hal Daumé III, Scott L. DuVall, Wendy Webber Chapman, Henk Harkema, Peter J. Haug
Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation. J. Am. Medical Informatics Assoc. 20 (5) (2013)
Scott L. DuVall, Jeffrey P. Ferraro
The Role of Coreference Resolution in Outbreak Reporting and Detection. HICSS (2010)