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Updated: Sep 17, 2025

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刺激性肠综合征的人工智能模型的诊断准确性和质量:系统性审查

Akshaya Srikanth Bhagavathula1, Ahmed Mourtada Al Qady2, Wafa A Aldhaleei3

  • 1Department of Public Health, College of Health and Human Sciences, North Dakota State University, Fargo, ND 58102, United States. akshaya.bhagavathula@ndsu.edu.

World journal of gastroenterology
|June 27, 2025
PubMed
概括

人工智能 (AI) 模型显示出使用生物标志物诊断易怒肠综合征 (IBS) 的前景. 便微生物组分析获得了最高的准确性,但临床使用需要标准化.

关键词:
人工智能的人工智能是人工智能.诊断 诊断 诊断 诊断 诊断刺激性肠综合征是什么意思机器学习是机器学习.系统性审查 系统性审查

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Irritable Bowel Syndrome II: Clinical Features and Diagnostic Evaluation
Irritable Bowel Syndrome (IBS) is classified into subtypes based on the predominant bowel habits as determined by the Bristol Stool Form Scale (BSFS). The subtypes are:
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Irritable Bowel Syndrome I: Introduction01:17

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Irritable Bowel Syndrome (IBS) is characterized by functional disturbances in the gastrointestinal system, presenting a cluster of symptoms without evident structural or biochemical abnormalities. It primarily affects the large intestine and may cause abdominal pain, bloating, excessive gas, diarrhea, constipation, or both.
IBS is a chronic condition that can persist over a long period or recur frequently.
The pathogenesis of IBS involves a complex interplay of the following factors:
Altered...
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Various diagnostic tests are employed in the diagnostic process for Inflammatory Bowel Disease (IBD), particularly to differentiate between Crohn's disease and ulcerative colitis.
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Managing Irritable Bowel Syndrome (IBS) involves a multifaceted approach, including lifestyle modifications, dietary changes, and medication.
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Diarrhea-predominant irritable bowel syndrome (IBS-D) is a subtype of IBS characterized primarily by frequent, loose, or watery stools, abdominal pain, and abdominal discomfort. Therapeutic approaches to managing IBS-D include dietary changes, stress management techniques, and pharmaceutical interventions.
Two specific drugs used in the treatment are alosetron (Lotronex) and eluxadoline (Viberzi). Alosetron, a 5-HT3 antagonist, works by slowing the movement of stools in the gut, reducing bowel...
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Chronic bowel diseases are a group of long-term conditions affecting the digestive tract, characterized by inflammation and damage to the gut lining. These conditions primarily include irritable bowel syndrome and inflammatory bowel disease.
Irritable Bowel Syndrome (IBS) is a common disorder affecting the gastrointestinal tract. The distinctive feature is recurrent abdominal pain associated with altered bowel movements, manifesting as constipation, diarrhea, or fluctuating between both. The...
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