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Author Details

Jeffrey P Ferraro
University of Utah School of Medicine
2013
25
12
PMIDPaper TitleJournal TitlePublished Year
36040784Standard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care-Associated Infection.JMIR Med Inform2022
35815095An alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome.JAMIA Open2022
34090671Natural language processing for the surveillance of postoperative venous thromboembolism.Surgery2021
34570630Ascertainment of Veterans With Metastatic Prostate Cancer in Electronic Health Records: Demonstrating the Case for Natural Language Processing.JCO Clin Cancer Inform2021
32109254A Bayesian approach for detecting a disease that is not being modeled.PLoS One2020
31964789Antibiotic Exposure and Risk for Hospital-Associated Clostridioides difficile Infection.Antimicrob Agents Chemother2020
32773639Portable Automated Surveillance of Surgical Site Infections Using Natural Language Processing: Development and Validation.Ann Surg2020
32308875Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance.AMIA Annu Symp Proc2020
32308819Determination of Marital Status of Patients from Structured and Unstructured Electronic Healthcare Data.AMIA Annu Symp Proc2020
30586132Use of Computerized Provider Order Entry Events for Postoperative Complication Surveillance.JAMA Surg2019
31881909Driving pressure is not associated with mortality in mechanically ventilated patients without ARDS.Crit Care2019
31632600The design and evaluation of a Bayesian system for detecting and characterizing outbreaks of influenza.Online J Public Health Inform2019
30646240Comparison of 2 Natural Language Processing Methods for Identification of Bleeding Among Critically Ill Patients.JAMA Netw Open2018
30151412Epidemiology and Clinical Features of Invasive Fungal Infection in a US Health Care Network.Open Forum Infect Dis2018
28797710A Bayesian system to detect and characterize overlapping outbreaks.J Biomed Inform2017
28380048A study of the transferability of influenza case detection systems between two large healthcare systems.PLoS One2017
28561130The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance.Appl Clin Inform2017
25469652Low dispositional mindfulness predicts self-medication of negative emotion with prescription opioids.J Addict Med2015
25725592Impact of an Electronic Clinical Decision Support Tool for Emergency Department Patients With Pneumonia.Ann Emerg Med2015
25954369Developing a section labeler for clinical documents.AMIA Annu Symp Proc2014
25954574Ontology-based tools to expedite predictive model construction.AMIA Jt Summits Transl Sci Proc2014
23523876An ontology-driven, diagnostic modeling system.J Am Med Inform Assoc2013
23552868Performance and utilization of an emergency department electronic screening tool for pneumonia.JAMA Intern Med2013
23554109Natural Language Processing to identify pneumonia from radiology reports.Pharmacoepidemiol Drug Saf2013
23486109Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation.J Am Med Inform Assoc2013
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Collaborators

Peter J Haug
Intermountain Healthcare & University of Utah
Co-authored papers 11
Wendy W Chapman
University of Melbourne
Co-authored papers 7
Per H Gesteland
University of Utah School of Medicine
Co-authored papers 5
Fu-Chiang Tsui
Children's Hospital of Philadelphia
Co-authored papers 5
Gregory F Cooper
University of Pittsburgh
Co-authored papers 5
Jianlin Shi
University of Utah
Co-authored papers 4
Adi V Gundlapalli
Centers for Disease Control and Prevention
Co-authored papers 4
Xinzi Wu
Product Quality Inspection Institute of Yanbian Korean Autonomous Prefecture
Co-authored papers 3
Scott L DuVall
University of Utah
Co-authored papers 2
Lori Carpenter
Intermountain Medical Center
Co-authored papers 2
Samuel M Brown
Intermountain Medical Center and the University of Utah
Co-authored papers 2
Ithan D Peltan
Intermountain Medical Center and University of Utah
Co-authored papers 2
Colin K Grissom
Intermountain Medical Center
Co-authored papers 2
John F Hurdle
University of Utah
Co-authored papers 2
Michael J Lanspa
intermountain medical center
Co-authored papers 1
Lingyun Shi
Children's Hospital of Philadelphia
Co-authored papers 1
Andrew J Knighton
Healthcare Delivery Institute
Co-authored papers 1
Karen Eilbeck
University of Utah
Co-authored papers 1
David S Carrell
Kaiser Permanente Washington Health Research Institute
Co-authored papers 1
Victor M Ruiz
Children's Hospital of Philadelphia
Co-authored papers 1
Olga V Patterson
University of Utah
Co-authored papers 1
Stanley M Huff
University of Utah School of Medicine
Co-authored papers 1
Guergana Savova
Boston Children's Hospital, Harvard Medical School.
Co-authored papers 1
Rashmee U Shah
University of Utah School of Medicine
Co-authored papers 1
Susan Rea
Intermountain Medical Center
Co-authored papers 1
Rod L Walker
Kaiser Permanente Washington Health Research Institute
Co-authored papers 1
Christopher G Chute
Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota
Co-authored papers 1
Eric Baldwin
Group Health Research Institute
Co-authored papers 1
Dominik Aronsky
Vanderbilt Medical Center
Co-authored papers 1
Jennifer C Nelson
Kaiser Permanente Washington Health Research Institute
Co-authored papers 1
Release 1.2