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Artificial intelligence in small intestinal diseases: Application and prospects

期刊

WORLD JOURNAL OF GASTROENTEROLOGY
卷 27, 期 25, 页码 3734-3747

出版社

BAISHIDENG PUBLISHING GROUP INC
DOI: 10.3748/wjg.v27.i25.3734

关键词

Artificial intelligence; Machine learning; Deep learning; Prognosis prediction; Small intestinal diseases

资金

  1. National Natural Science Foundation of China [81871317]

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With the widespread application of artificial intelligence in small intestinal diseases, the accuracy of diagnosis and prognosis prediction has been improved, while also reducing the workload of doctors.
The small intestine is located in the middle of the gastrointestinal tract, so small intestinal diseases are more difficult to diagnose than other gastrointestinal diseases. However, with the extensive application of artificial intelligence in the field of small intestinal diseases, with its efficient learning capacities and computational power, artificial intelligence plays an important role in the auxiliary diagnosis and prognosis prediction based on the capsule endoscopy and other examination methods, which improves the accuracy of diagnosis and prediction and reduces the workload of doctors. In this review, a comprehensive retrieval was performed on articles published up to October 2020 from PubMed and other databases. Thereby the application status of artificial intelligence in small intestinal diseases was systematically introduced, and the challenges and prospects in this field were also analyzed.

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