Machine Learning-Based Risk Stratification for Fistula Formation After Perianal Abscess Drainage

Launched by GUMUSHANE STATE HOSPITAL · Jun 5, 2025

Keywords

ClinConnect Summary

This clinical trial is looking at how different factors, like the experience of the doctor performing the procedure and the location where the abscess is drained, can affect the chances of developing a fistula (an abnormal connection between the anal canal and the skin) after treating a perianal abscess. Researchers will also use artificial intelligence (AI) to help read MR images, which could help identify if a fistula is developing early on. The study aims to better understand these issues within six months after the drainage procedure.

To participate in this trial, individuals must be at least 18 years old and dealing with their first perianal abscess that requires surgical drainage. However, those with a history of anal fistulas, Crohn's disease, or those on immunosuppressive treatments won’t be eligible. If you join the study, you can expect regular follow-ups over six months to monitor your recovery and any potential complications. This research could lead to better care for patients in the future by identifying risks early on.

Gender

ALL

Eligibility criteria

• Inclusion Criteria:
• • Age ≥ 18
• • First-time perianal abscess
• • Surgical drainage performed
• Exclusion Criteria:
• • Existing anal fistula history
• • Crohn's disease
• • Immunosuppressive treatment
• • Incomplete 6-month follow-up