Artificial intelligence in inflammatory bowel disease endoscopy: current landscape and the road ahead.

Inflammatory bowel disease is a complex chronic inflammatory disorder with challenges in diagnosis, choosing appropriate therapy, determining individual responsiveness, and prediction of future disease course to guide appropriate management. Artificial intelligence has been examined in the field of...

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Publicado en:Therapeutic Advances in Gastrointestinal Endoscopy pp. 1 - 9
Autores principales: Sundaram, Suneha, Choden, Tenzin, Mattar, Mark C., Desai, Sanjal, Desai, Madhav
Formato: review tables/charts Journal Article
Publicado: Sage Publications Inc. 7/14/2021
Acceso en línea:Ver este registro en EBSCOhost
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      dt: 7/14/2021
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      pub: Sage Publications Inc.
      place: Thousand Oaks, California
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        atl: Artificial intelligence in inflammatory bowel disease endoscopy: current landscape and the road ahead.
      aug:
        au:
          Sundaram, Suneha
          Choden, Tenzin
          Mattar, Mark C.
          Desai, Sanjal
          Desai, Madhav
        affil: Department of Gastroenterology, Kansas City VA Medical Center, Kansas City, MO, USA
      sug:
        subj:
          Artificial Intelligence Utilization
          Inflammatory Bowel Diseases Diagnosis
          Endoscopy, Gastrointestinal Methods
          Diagnosis, Computer Assisted Methods
          Prediction Models
          Severity of Illness Evaluation
          Recurrence Risk Factors
          Inflammatory Bowel Diseases Complications
          Colonic Diseases Diagnosis
          Inflammatory Bowel Diseases Therapy
          Intestinal Mucosa Analysis
          Inflammation Diagnosis
          Capsule Endoscopy
          Microscopy
          Colitis, Ulcerative
          Cancer Screening
          Colonic Polyps Diagnosis
          Diagnosis, Differential
          Inflammatory Bowel Diseases
      ab: Inflammatory bowel disease is a complex chronic inflammatory disorder with challenges in diagnosis, choosing appropriate therapy, determining individual responsiveness, and prediction of future disease course to guide appropriate management. Artificial intelligence has been examined in the field of inflammatory bowel disease endoscopy with promising data in different domains of inflammatory bowel disease, including diagnosis, assessment of mucosal activity, and prediction of recurrence and complications. Artificial intelligence use during endoscopy could be a step toward precision medicine in inflammatory bowel disease care pathways. We reviewed available data on use of artificial intelligence for diagnosis of inflammatory bowel disease, grading of severity, prediction of recurrence, and dysplasia detection. We examined the potential role of artificial intelligence enhanced endoscopy in various aspects of inflammatory bowel disease care and future perspectives in this review.
      pubtype: Academic Journal
      doctype:
        review
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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