Jeffrey P. Ferraro

13 papers Misc 7Journal 4Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Transfer Learning with Clinical Concept Embeddings from Large Language Models. CoRR Yuhe Gao, Runxue Bao, Yuelyu Ji, Yiming Sun, Chenxi Song, Jeffrey P. Ferraro, Ye Ye
2019	Misc	`conf`	Aiding in the Identification of Acute Respiratory Distress Syndrome (ARDS) from Radiograph Reports using Natural Language Processing. AMIA Jeffrey P. Ferraro, Jason R. Jacobs, Ithan D. Peltan, Michael Lanspa, Raj Srivastava, Colin K. Grissom
2019	Misc	`conf`	Determination of Marital Status of Patients from Structured and Unstructured Electronic Healthcare Data. AMIA Brian T. Bucher, Jianlin Shi, Robert J. Pettit, Jeffrey P. Ferraro, Wendy W. Chapman, Adi V. Gundlapalli
2019	Misc	`conf`	Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance. AMIA Jianlin Shi, Siru Liu, Liese C. Pruitt, Carolyn Luppens, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher
2018	Misc	`conf`	Detection of Healthcare-Associated Infections Using Electronic Health Record Data. AMIA Siru Liu, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher
2017	J	`jnl`	A Bayesian system to detect and characterize overlapping outbreaks. J. Biomed. Informatics 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
2017	Misc	`conf`	Screening the Contribution of Medical Reports to Electronic Diagnostic Systems. AMIA Peter J. Haug, Jeffrey P. Ferraro, Nathan C. Dean
2017	J	`jnl`	The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance. Appl. Clin. Inform. 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 M. Wagner
2016	—	`conf`	Using a Semi-Automated Modeling Environment to Construct a Bayesian, Sepsis Diagnostic System. BCB Peter J. Haug, Jeffrey P. Ferraro
2016	Misc	`conf`	Why is Natural Language Processing so Difficult to Generalize? AMIA Jeffrey P. Ferraro, Peter J. Haug, Michael M. Wagner
2014	Misc	`conf`	Developing a Section Labeler for Clinical Documents. AMIA Peter J. Haug, Xinzi Wu, Jeffrey P. Ferraro, Guergana Savova, Stanley M. Huff, Christopher G. Chute
2013	J	`jnl`	Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation. J. Am. Medical Informatics Assoc. Jeffrey P. Ferraro, Hal Daumé III, Scott L. DuVall, Wendy Webber Chapman, Henk Harkema, Peter J. Haug
2010	—	`conf`	The Role of Coreference Resolution in Outbreak Reporting and Detection. HICSS Scott L. DuVall, Jeffrey P. Ferraro