The role of artificial intelligence in colonoscopy

被引:3
|
作者
Kim, Hyun Jae [1 ,3 ]
Parsa, Nasim [2 ]
Byrne, Michael F. [1 ]
机构
[1] Univ British Columbia, Dept Gastroenterol, Vancouver, BC, Canada
[2] St Cloud Hosp, Program Esophageal & Foregut Disorders, CentraCare, St Cloud, MN USA
[3] 1906-7388 Kingsway, Burnaby, BC V3N 0G9, Canada
关键词
Artificial intelligence; Colonoscopy; Computer-aided detection; Computer-aided diagnosis; COMPUTER-AIDED DETECTION; WHITE-LIGHT COLONOSCOPY; COLORECTAL LESIONS; DIAGNOSTIC SYSTEM; ADENOMA DETECTION; HEALTH-CARE; TIME; CLASSIFICATION; POLYPS; CANCER;
D O I
10.1016/j.scrs.2024.101007
中图分类号
R61 [外科手术学];
学科分类号
摘要
Recent advancements in artificial intelligence (AI) have had a profound impact on the field of gastrointestinal endoscopy, particularly in the realm of colonoscopy. Recent studies have shown excellent performance of AI models in both computer-aided detection (CADe) and computer-aided diagnosis (CADx) of polyps. Moreover, AI has shown promising results in other aspects of colonoscopy such as prediction of depth of tumor invasion, colonoscopy quality assurance, and AI applications in inflammatory bowel disease. In this review, we summarize the recent literature on the application of AI in colonoscopy, and review the limitations and challenges of existing AI technologies and future directions for this field.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Artificial intelligence in colonoscopy
    Joseph, Joel
    LePage, Ella Marie
    Cheney, Catherine Phillips
    Pawa, Rishi
    WORLD JOURNAL OF GASTROENTEROLOGY, 2021, 27 (29) : 4802 - 4817
  • [2] Artificial intelligence in colonoscopy
    Joel Joseph
    Ella Marie LePage
    Catherine Phillips Cheney
    Rishi Pawa
    World Journal of Gastroenterology, 2021, (29) : 4802 - 4817
  • [3] Artificial intelligence in colonoscopy
    Feetham, Laura
    Brierley, Rob
    LANCET GASTROENTEROLOGY & HEPATOLOGY, 2019, 4 (08): : 583 - 583
  • [4] Artificial intelligence in colonoscopy
    Brierley, Rob
    LANCET GASTROENTEROLOGY & HEPATOLOGY, 2021, 6 (06): : 427 - 427
  • [5] Artificial intelligence in colonoscopy
    Soffer, Shelly
    Lahat, Adi
    Klang, Eyal
    LANCET GASTROENTEROLOGY & HEPATOLOGY, 2021, 6 (12): : 984 - 984
  • [6] Artificial Intelligence in Colonoscopy
    Mansour N.M.
    Current Gastroenterology Reports, 2023, 25 (6) : 122 - 129
  • [7] The Role of an Artificial Intelligence Method of Improving the Diagnosis of Neoplasms by Colonoscopy
    Vilkoite, Ilona
    Tolmanis, Ivars
    Meri, Hosams Abu
    Polaka, Inese
    Mezmale, Linda
    Anarkulova, Linda
    Leja, Marcis
    Lejnieks, Aivars
    DIAGNOSTICS, 2023, 13 (04)
  • [8] Artificial intelligence during colonoscopy
    Baker, Holly
    LANCET GASTROENTEROLOGY & HEPATOLOGY, 2019, 4 (05): : 338 - 338
  • [9] Artificial intelligence in screening colonoscopy
    Schrader, Christoph
    Wallstabe, Ingo
    Schiefke, Ingolf
    COLOPROCTOLOGY, 2022, 44 (02) : 110 - 115
  • [10] ROLE OF ARTIFICIAL INTELLIGENCE IN COLONOSCOPY DETECTION OF ADVANCED LESIONS: A RANDOMIZED TRIAL
    Mangas-Sanjuan, Carolina
    De Castro, Luisa
    Cubiella, Joaquin
    Diez-Redondo, Pilar
    Suarez, Adolfo
    Pellise, Maria
    Fernandez, Nereida
    Nunez, Henar
    Alvarez, Veronica
    Ortiz, Oswaldo
    Sala-Miquel, Noelia
    Zapater, Pedro
    Jover, Rodrigo
    Zarraquinos, Sara
    GASTROINTESTINAL ENDOSCOPY, 2023, 97 (06) : AB727 - AB728