ArticleJournal of Crohn's & colitis2026
Learning curve in intestinal ultrasound: advancing from basic skills to advanced competencies-insights from the IUS IG-IBD Master program.
Article in Journal of Crohn's & colitis, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
5 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic Review: Ultrasound Goes Echo-Decarbonising Inflammatory Bowel Disease Care Through Intestinal Ultrasound.Alimentary pharmacology & therapeutics · 2025Pooled it
- Raising the Bar in Crohn's Disease: Is Transmural Healing Achievable?Diagnostics (Basel, Switzerland) · 2026Review
- Intestinal Ultrasound-Guided Precision Medicine in Inflammatory Bowel Diseases: A Narrative Review.Journal of personalized medicine · 2026Review
- Emerging role of intestinal ultrasound in detecting postoperative recurrence in Crohn's disease.Gastroenterology report · 2026Review
- Postoperative Recurrence in Crohn's Disease: Pathophysiology, Risk Stratification, and Management Strategies.Journal of clinical medicine · 2025Review
Corrections and comments
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Authors and funding
26 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIntestinal ultrasound (IUS) is increasingly valuable in inflammatory bowel disease (IBD) management.
objectiveThis study aimed to determine the learning curve for basic and advanced IUS parameters and establish the minimum number of examinations required for diagnostic proficiency.
designWe conducted a prospective, multicenter study across eight Italian tertiary IBD centers. Eight gastroenterology trainees with extensive abdominal ultrasound experience but limited IUS exposure completed standardized training comprising theoretical education, 30 supervised examinations, and 99 independent assessments. Expert sonographers independently and blindly reassessed all independent examinations using identical protocols. Interobserver agreement was quantified using Cohen's kappa coefficients across 12 predefined categories, stratified into basic (bowel wall thickness, vascularity, stratification) and advanced (fistulas, collections, strictures) findings.
resultsFollowing initial training, trainees demonstrated substantial baseline competency. Basic parameters achieved consistently high performance throughout the study period (from κ = 0.792 to κ = 0.842), while advanced findings showed more pronounced learning curves, improving from κ = 0.728 to κ = 0.854. Small bowel dilation exhibited the steepest learning trajectory (κ = 0.674 to κ = 0.921, 36.6% improvement, P = .204). Sustained primary competence (κ ≥ 0.8) was achieved by 37.5-62.5% of trainees for basic parameters within 99 examinations, with bowel wall stratification proving most challenging (37.5% success rate).
conclusionThis study establishes the first comprehensive, parameter-specific learning thresholds for IUS competency in IBD. Our findings demonstrate that structured training enables basic IUS proficiency within 69-112 examinations for experienced ultrasonographers, while advanced skills require extended practice. These data represent an important step toward defining evidence-based benchmarks for IUS training, supporting the development of standardized international curricula and safe clinical implementation.
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