'Artificial intelligence in Barrett's Esophagus'

被引:11
|
作者
Hamade, Nour [3 ]
Sharma, Prateek [1 ,2 ]
机构
[1] Vet Affairs Med Ctr, Div Gastroenterol & Hepatol, 4801 E Linwood Blvd, Kansas City, MO 64128 USA
[2] Univ Kansas, Sch Med, Div Gastroenterol & Hepatol, Kansas City, KS USA
[3] Indiana Univ, Dept Gastroenterol & Hepatol, Sch Med, Indianapolis, IN 46204 USA
关键词
endoscopy; esophagus; imaging; pre-cancerous; technology; NEOPLASIA; ENDOSCOPY; DIAGNOSIS; ACCURACY;
D O I
10.1177/26317745211049964
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Despite advances in endoscopic imaging modalities, there are still significant miss rates of dysplasia and cancer in Barrett's esophagus. Artificial intelligence (AI) is a promising tool that may potentially be a useful adjunct to the endoscopist in detecting subtle dysplasia and cancer. Studies have shown AI systems have a sensitivity of more than 90% and specificity of more than 80% in detecting Barrett's related dysplasia and cancer. Beyond visual detection and diagnosis, AI may also prove to be useful in quality control, streamlining clinical work, documentation, and lessening the administrative load on physicians. Research in this area is advancing at a rapid rate, and as the field expands, regulations and guidelines will need to be put into place to better regulate the growth and use of AI. This review provides an overview of the present and future role of AI in Barrett's esophagus.
引用
收藏
页数:7
相关论文
共 50 条
  • [31] Barrett's Esophagus
    Jain, Rajeev
    [J]. CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2020, 18 (12) : XXI - XXI
  • [32] Barrett's esophagus
    Labenz, J.
    [J]. INTERNIST, 2016, 57 (11): : 1079 - 1091
  • [33] Barrett’s esophagus
    Thomas G. Morales
    Richard E. Sampliner
    [J]. Current Treatment Options in Gastroenterology, 1998, 1 (1) : 35 - 39
  • [34] Barrett's Esophagus
    Spechler, Stuart J.
    Souza, Rhonda F.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2014, 371 (09): : 836 - 845
  • [35] Barrett's esophagus
    Ertan, A
    Younes, M
    [J]. DIGESTIVE DISEASES AND SCIENCES, 2000, 45 (08) : 1670 - 1673
  • [36] Barrett's Esophagus
    Spacek, M
    [J]. GASTROENTEROLOGY NURSING, 2006, 29 (02) : 170 - 170
  • [37] Barrett's esophagus
    Spechler, SJ
    [J]. CURRENT OPINION IN GASTROENTEROLOGY, 1999, 15 (04) : 352 - 358
  • [38] Barrett's esophagus
    Bonino, John A.
    Sharma, Prateek
    [J]. CURRENT OPINION IN GASTROENTEROLOGY, 2006, 22 (04) : 406 - 411
  • [39] Barrett's esophagus
    Sharma, P
    Sampliner, RE
    [J]. CURRENT OPINION IN GASTROENTEROLOGY, 1998, 14 (04) : 345 - 349
  • [40] Barrett's Esophagus
    Bird-Lieberman, Elizabeth L.
    Fitzgerald, Rebecca C.
    [J]. GASTROENTEROLOGY CLINICS OF NORTH AMERICA, 2008, 37 (04) : 921 - +