The Role of Coreference Resolution in Outbreak Reporting and Detection. - Scott L. DuVall; Jeffrey P. Ferraro (HICSS, 2010)

Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation. - Jeffrey P. Ferraro; Hal Daumé III; Scott L. DuVall; Wendy Webber Chapman; Henk Harkema; Peter J. Haug (J. Am. Medical Informatics Assoc., 2013)

Developing a Section Labeler for Clinical Documents. - Peter J. Haug; Xinzi Wu; Jeffrey P. Ferraro; Guergana Savova; Stanley M. Huff; Christopher G. Chute (AMIA, 2014)

Why is Natural Language Processing so Difficult to Generalize? - Jeffrey P. Ferraro; Peter J. Haug; Michael M. Wagner 001 (AMIA, 2016)

Using a Semi-Automated Modeling Environment to Construct a Bayesian, Sepsis Diagnostic System. - Peter J. Haug; Jeffrey P. Ferraro (BCB, 2016)

Screening the Contribution of Medical Reports to Electronic Diagnostic Systems. - Peter J. Haug; Jeffrey P. Ferraro; Nathan C. Dean (AMIA, 2017)

The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance. - Jeffrey P. Ferraro; Ye Ye 002; Per H. Gesteland; Peter J. Haug; Fu-Chiang Tsui; Gregory F. Cooper; Rudy Van Bree; Thomas Ginter; Andrew Nowalk; Michael M. Wagner 001 (Appl. Clin. Inform., 2017)

A Bayesian system to detect and characterize overlapping outbreaks. - John M. Aronis; Nicholas Millett; Michael M. Wagner 001; Fu-Chiang Tsui; Ye Ye 002; Jeffrey P. Ferraro; Peter J. Haug; Per H. Gesteland; Gregory F. Cooper (J. Biomed. Informatics, 2017)

Detection of Healthcare-Associated Infections Using Electronic Health Record Data. - Siru Liu; Jeffrey P. Ferraro; Adi V. Gundlapalli; Wendy W. Chapman; Brian T. Bucher (AMIA, 2018)

Determination of Marital Status of Patients from Structured and Unstructured Electronic Healthcare Data. - Brian T. Bucher; Jianlin Shi; Robert J. Pettit; Jeffrey P. Ferraro; Wendy W. Chapman; Adi V. Gundlapalli (AMIA, 2019)

Aiding in the Identification of Acute Respiratory Distress Syndrome (ARDS) from Radiograph Reports using Natural Language Processing. - Jeffrey P. Ferraro; Jason R. Jacobs; Ithan D. Peltan; Michael Lanspa; Raj Srivastava; Colin K. Grissom (AMIA, 2019)

Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance. - Jianlin Shi; Siru Liu; Liese C. Pruitt; Carolyn Luppens; Jeffrey P. Ferraro; Adi V. Gundlapalli; Wendy W. Chapman; Brian T. Bucher (AMIA, 2019)

Transfer Learning with Clinical Concept Embeddings from Large Language Models. - Yuhe Gao; Runxue Bao; Yuelyu Ji; Yiming Sun 004; Chenxi Song; Jeffrey P. Ferraro; Ye Ye 002 (CoRR, 2024)