Shi J - Search Results

1

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. 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.

2

POETenceph - Automatic identification of clinical notes indicating encephalopathy using a realist ontology.

Doing-Harris KM, Weir CR, Igo S, Shi J, Shao Y, Hurdle JF. Doing-Harris KM, et al. Among authors: shi j. AMIA Annu Symp Proc. 2015 Nov 5;2015:512-21. eCollection 2015. AMIA Annu Symp Proc. 2015. PMID: 26958184 Free PMC article.

3

Trie-based rule processing for clinical NLP: A use-case study of n-trie, making the ConText algorithm more efficient and scalable.

Shi J, Hurdle JF. Shi J, et al. J Biomed Inform. 2018 Sep;85:106-113. doi: 10.1016/j.jbi.2018.08.002. Epub 2018 Aug 6. J Biomed Inform. 2018. PMID: 30092358 Free PMC article.

4

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: shi j. AMIA Annu Symp Proc. 2020 Mar 4;2019:267-274. eCollection 2019. AMIA Annu Symp Proc. 2020. PMID: 32308819 Free PMC article.

5

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. AMIA Annu Symp Proc. 2020 Mar 4;2019:794-803. eCollection 2019. AMIA Annu Symp Proc. 2020. PMID: 32308875 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: shi j. Ann Surg. 2020 Oct;272(4):629-636. doi: 10.1097/SLA.0000000000004133. Ann Surg. 2020. PMID: 32773639 Free PMC article.

7

A comparison of natural language processing to ICD-10 codes for identification and characterization of pulmonary embolism.

Johnson SA, Signor EA, Lappe KL, Shi J, Jenkins SL, Wikstrom SW, Kroencke RD, Hallowell D, Jones AE, Witt DM. Johnson SA, et al. Among authors: shi j. Thromb Res. 2021 Jul;203:190-195. doi: 10.1016/j.thromres.2021.04.020. Epub 2021 May 6. Thromb Res. 2021. PMID: 34044246

8

Launching into clinical space with medspaCy: a new clinical text processing toolkit in Python.

Eyre H, Chapman AB, Peterson KS, Shi J, Alba PR, Jones MM, Box TL, DuVall SL, Patterson OV. Eyre H, et al. Among authors: shi j. AMIA Annu Symp Proc. 2022 Feb 21;2021:438-447. eCollection 2021. AMIA Annu Symp Proc. 2022. PMID: 35308962 Free PMC article.

9

Using Natural Language Processing and Machine Learning to Identify Internal Medicine-Pediatrics Residency Values in Applications.

Drum B, Shi J, Peterson B, Lamb S, Hurdle JF, Gradick C. Drum B, et al. Among authors: shi j. Acad Med. 2023 Nov 1;98(11):1278-1282. doi: 10.1097/ACM.0000000000005352. Epub 2023 Jul 27. Acad Med. 2023. PMID: 37506388

10

An explainable long short-term memory network for surgical site infection identification.

Kiser AC, Shi J, Bucher BT. Kiser AC, et al. Among authors: shi j. Surgery. 2024 Jul;176(1):24-31. doi: 10.1016/j.surg.2024.03.006. Epub 2024 Apr 18. Surgery. 2024. PMID: 38616153

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