Machine Learning-Based Risk Stratification for Fistula Formation After Perianal Abscess Drainage
Trial statusNot yet recruiting
Trial phaseNot listed
Trial typeObservational
Biological sexAll
Age18+
SponsorGumushane State Hospital
This prospective cohort study investigates the influence of provider experience and drainage location on fistula formation within 6 months following perianal abscess drainage. Additionally, the study explores the role of artificial intelligence (AI)-based interpretation of magnetic resonance (MR) images in early identification of fistula development.
Age ≥ 18
First-time perianal abscess
Surgical drainage performed
Existing anal fistula history
Crohn's disease
Immunosuppressive treatment
Incomplete 6-month follow-up