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Validating a novel natural language processing pathway for automated quality assurance in surgical oncology: incomplete excision rates of 34 955 basal cell carcinomas.

作者信息

Ali Stephen R, Dobbs Thomas D, Jovic Matthew, Strafford Huw, Fonferko-Shadrach Beata, Lacey Arron S, Williams Namor, Pickrell William Owen, Hutchings Hayley A, Whitaker Iain S

机构信息

Reconstructive Surgery and Regenerative Medicine Research Centre. Institute of Life Sciences, Swansea University Medical School, Swansea, UK.

Welsh Centre for Burns and Plastic Surgery, Morriston Hospital, Swansea, UK.

出版信息

Br J Surg. 2023 Aug 11;110(9):1072-1075. doi: 10.1093/bjs/znad055.

DOI:10.1093/bjs/znad055
PMID:36935397
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10416688/
Abstract
摘要

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Validating a novel natural language processing pathway for automated quality assurance in surgical oncology: incomplete excision rates of 34 955 basal cell carcinomas.验证一种用于外科肿瘤学自动质量保证的新型自然语言处理途径：34955例基底细胞癌的切除不完全率
Br J Surg. 2023 Aug 11;110(9):1072-1075. doi: 10.1093/bjs/znad055.
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Incomplete primary excision of cutaneous basal and squamous cell carcinomas in the Bay of Plenty.丰盛湾皮肤基底细胞癌和鳞状细胞癌的原发性切除不完全情况。
N Z Med J. 2004 Apr 23;117(1192):U848.
3
Nasal basal cell carcinomas. Can we reduce surgical margins to 3mm with complete excision?鼻基底细胞癌。我们能否通过完整切除将手术切缘缩小至3毫米？
Ann Chir Plast Esthet. 2016 Aug;61(4):241-7. doi: 10.1016/j.anplas.2016.01.001. Epub 2016 Feb 12.
4
Incomplete excision of basal cell carcinomas: a retrospective audit.
ANZ J Surg. 2002 Mar;72(3):219-21. doi: 10.1046/j.1445-2197.2002.02351.x.
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Incidence and factors associated with recurrence after incomplete excision of basal cell carcinomas: a study of 90 cases.基底细胞癌不完全切除后复发的发生率及相关因素：90 例研究。
J Eur Acad Dermatol Venereol. 2010 Dec;24(12):1421-4. doi: 10.1111/j.1468-3083.2010.03662.x.
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What depth of surgical excision results in adequate histological deep margin clearance in basal cell carcinoma? A retrospective cohort study of 1126 basal cell carcinomas.手术切除多深能使基底细胞癌获得足够的组织学深部切缘阴性？一项对1126例基底细胞癌的回顾性队列研究。
J Plast Reconstr Aesthet Surg. 2022 Jul;75(7):2387-2440. doi: 10.1016/j.bjps.2022.02.066. Epub 2022 Mar 7.
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Basal cell carcinoma: analysis of factors associated with incomplete excision at a referral hospital in southern Spain.
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Histopathological variation of incompletely excised basal cell carcinoma's and the variation with the grade of surgeon - implications for revalidation.未完全切除的基底细胞癌的组织病理学变异及其与外科医生等级的变化——对再验证的影响。
Eur J Surg Oncol. 2015 Jan;41(1):165-8. doi: 10.1016/j.ejso.2014.10.059. Epub 2014 Nov 6.
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Basal cell carcinomata: Risk factors for incomplete excision and results of re-excision.基底细胞癌：切除不完全的危险因素及再次切除的结果。
J Plast Reconstr Aesthet Surg. 2016 May;69(5):652-6. doi: 10.1016/j.bjps.2015.12.024. Epub 2016 Jan 7.
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Why classify basal cell carcinomas?为什么要对基底细胞癌进行分类？
Histopathology. 1998 May;32(5):393-8. doi: 10.1046/j.1365-2559.1998.00431.x.

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Applications of Natural Language Processing in Otolaryngology: A Scoping Review.自然语言处理在耳鼻咽喉科的应用：一项范围综述
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本文引用的文献

1
Development and validation of an automated basal cell carcinoma histopathology information extraction system using natural language processing.使用自然语言处理技术开发并验证一种自动化的基底细胞癌组织病理学信息提取系统。
Front Surg. 2022 Aug 24;9:870494. doi: 10.3389/fsurg.2022.870494. eCollection 2022.
2
British Association of Dermatologists guidelines for the management of adults with basal cell carcinoma 2021.英国皮肤科医师协会2021年成人基底细胞癌管理指南
Br J Dermatol. 2021 Nov;185(5):899-920. doi: 10.1111/bjd.20524. Epub 2021 Aug 13.
3
Natural Language Processing in Surgery: A Systematic Review and Meta-analysis.
生成式人工智能在医疗保健中的应用：实现卓越临床效果与行政效率的机遇
J Med Syst. 2025 Jan 16;49(1):10. doi: 10.1007/s10916-024-02136-1.
4
Carbon footprint of non-melanoma skin cancer surgery.非黑素瘤皮肤癌手术的碳足迹。
BJS Open. 2024 Sep 3;8(5). doi: 10.1093/bjsopen/zrae084.
5
Natural language processing in dermatology: A systematic literature review and state of the art.皮肤科自然语言处理：系统文献回顾与现状
J Eur Acad Dermatol Venereol. 2024 Dec;38(12):2225-2234. doi: 10.1111/jdv.20286. Epub 2024 Aug 16.
6
Applications of natural language processing tools in the surgical journey.自然语言处理工具在手术过程中的应用。
Front Surg. 2024 May 17;11:1403540. doi: 10.3389/fsurg.2024.1403540. eCollection 2024.
7
Natural language processing to automate a web-based model of care and modernize skin cancer multidisciplinary team meetings.自然语言处理自动化基于网络的护理模型和皮肤癌多学科团队会议现代化。
Br J Surg. 2024 Jan 3;111(1). doi: 10.1093/bjs/znad347.
外科手术中的自然语言处理：系统评价和荟萃分析。
Ann Surg. 2021 May 1;273(5):900-908. doi: 10.1097/SLA.0000000000004419.