New Frontiers of Natural Language Processing in Surgery.
Publication
, Journal Article
Morris, MX; Song, EY; Rajesh, A; Kass, N; Asaad, M; Phillips, BT
Published in: Am Surg
January 2023
The vast and ever-growing volume of electronic health records (EHR) have generated a wealth of information-rich data. Traditional, non-machine learning data extraction techniques are error-prone and laborious, hindering the analytical potential of these massive data sources. Equipped with natural language processing (NLP) tools, surgeons are better able to automate, and customize their review to investigate and implement surgical solutions. We identify current perioperative applications of NLP algorithms as well as research limitations and future avenues to outline the impact and potential of this technology for progressing surgical innovation.
Duke Scholars
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Published In
Am Surg
DOI
EISSN
1555-9823
Publication Date
January 2023
Volume
89
Issue
1
Start / End Page
43 / 48
Location
United States
Related Subject Headings
- Surgery
- Natural Language Processing
- Humans
- Electronic Health Records
- Algorithms
- 3202 Clinical sciences
- 1103 Clinical Sciences
Citation
APA
Chicago
ICMJE
MLA
NLM
Morris, M. X., Song, E. Y., Rajesh, A., Kass, N., Asaad, M., & Phillips, B. T. (2023). New Frontiers of Natural Language Processing in Surgery. Am Surg, 89(1), 43–48. https://doi.org/10.1177/00031348221117039
Morris, Miranda X., Ethan Y. Song, Aashish Rajesh, Nicolas Kass, Malke Asaad, and Brett T. Phillips. “New Frontiers of Natural Language Processing in Surgery.” Am Surg 89, no. 1 (January 2023): 43–48. https://doi.org/10.1177/00031348221117039.
Morris MX, Song EY, Rajesh A, Kass N, Asaad M, Phillips BT. New Frontiers of Natural Language Processing in Surgery. Am Surg. 2023 Jan;89(1):43–8.
Morris, Miranda X., et al. “New Frontiers of Natural Language Processing in Surgery.” Am Surg, vol. 89, no. 1, Jan. 2023, pp. 43–48. Pubmed, doi:10.1177/00031348221117039.
Morris MX, Song EY, Rajesh A, Kass N, Asaad M, Phillips BT. New Frontiers of Natural Language Processing in Surgery. Am Surg. 2023 Jan;89(1):43–48.
Published In
Am Surg
DOI
EISSN
1555-9823
Publication Date
January 2023
Volume
89
Issue
1
Start / End Page
43 / 48
Location
United States
Related Subject Headings
- Surgery
- Natural Language Processing
- Humans
- Electronic Health Records
- Algorithms
- 3202 Clinical sciences
- 1103 Clinical Sciences