Ferraro J - Search Results

1

Determination of Marital Status of Patients from Structured and Unstructured Electronic Healthcare Data.

Bucher BT, Shi J, Pettit RJ, Ferraro J, Chapman WW, Gundlapalli A. Bucher BT, et al. Among authors: ferraro j. AMIA Annu Symp Proc. 2020 Mar 4;2019:267-274. eCollection 2019. AMIA Annu Symp Proc. 2020. PMID: 32308819 Free PMC article.

2

Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance.

Shi J, Liu S, Pruitt LCC, Luppens CL, Ferraro JP, Gundlapalli AV, Chapman WW, Bucher BT. Shi J, et al. Among authors: ferraro jp. AMIA Annu Symp Proc. 2020 Mar 4;2019:794-803. eCollection 2019. AMIA Annu Symp Proc. 2020. PMID: 32308875 Free PMC article.

3

Comparison of 2 Natural Language Processing Methods for Identification of Bleeding Among Critically Ill Patients.

Taggart M, Chapman WW, Steinberg BA, Ruckel S, Pregenzer-Wenzler A, Du Y, Ferraro J, Bucher BT, Lloyd-Jones DM, Rondina MT, Shah RU. Taggart M, et al. Among authors: ferraro j. JAMA Netw Open. 2018 Oct 5;1(6):e183451. doi: 10.1001/jamanetworkopen.2018.3451. JAMA Netw Open. 2018. PMID: 30646240 Free PMC article.

4

Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation.

Ferraro JP, Daumé H 3rd, Duvall SL, Chapman WW, Harkema H, Haug PJ. Ferraro JP, et al. J Am Med Inform Assoc. 2013 Sep-Oct;20(5):931-9. doi: 10.1136/amiajnl-2012-001453. Epub 2013 Mar 13. J Am Med Inform Assoc. 2013. PMID: 23486109 Free PMC article.

5

Use of Computerized Provider Order Entry Events for Postoperative Complication Surveillance.

Bucher BT, Ferraro JP, Finlayson SRG, Chapman WW, Gundlapalli AV. Bucher BT, et al. JAMA Surg. 2019 Apr 1;154(4):311-318. doi: 10.1001/jamasurg.2018.4874. JAMA Surg. 2019. PMID: 30586132 Free PMC article.

6

Portable Automated Surveillance of Surgical Site Infections Using Natural Language Processing: Development and Validation.

Bucher BT, Shi J, Ferraro JP, Skarda DE, Samore MH, Hurdle JF, Gundlapalli AV, Chapman WW, Finlayson SRG. Bucher BT, et al. Among authors: ferraro jp. Ann Surg. 2020 Oct;272(4):629-636. doi: 10.1097/SLA.0000000000004133. Ann Surg. 2020. PMID: 32773639 Free PMC article.

7

Natural language processing for the surveillance of postoperative venous thromboembolism.

Shi J, Hurdle JF, Johnson SA, Ferraro JP, Skarda DE, Finlayson SRG, Samore MH, Bucher BT. Shi J, et al. Among authors: ferraro jp. Surgery. 2021 Oct;170(4):1175-1182. doi: 10.1016/j.surg.2021.04.027. Epub 2021 Jun 3. Surgery. 2021. PMID: 34090671 Free PMC article.

8

Standard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care-Associated Infection.

Kiser AC, Eilbeck K, Ferraro JP, Skarda DE, Samore MH, Bucher B. Kiser AC, et al. JMIR Med Inform. 2022 Aug 30;10(8):e39057. doi: 10.2196/39057. JMIR Med Inform. 2022. PMID: 36040784 Free PMC article.

9

Developing a section labeler for clinical documents.

Haug PJ, Wu X, Ferraro JP, Savova GK, Huff SM, Chute CG. Haug PJ, et al. Among authors: ferraro jp. AMIA Annu Symp Proc. 2014 Nov 14;2014:636-44. eCollection 2014. AMIA Annu Symp Proc. 2014. PMID: 25954369 Free PMC article.

10

Natural Language Processing to identify pneumonia from radiology reports.

Dublin S, Baldwin E, Walker RL, Christensen LM, Haug PJ, Jackson ML, Nelson JC, Ferraro J, Carrell D, Chapman WW. Dublin S, et al. Among authors: ferraro j. Pharmacoepidemiol Drug Saf. 2013 Aug;22(8):834-41. doi: 10.1002/pds.3418. Epub 2013 Apr 1. Pharmacoepidemiol Drug Saf. 2013. PMID: 23554109 Free PMC article.

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