Development of Machine Learning Models for the Prediction of BMI and Complications After Bariatric Surgery (CABS-Study)

Recruiting

• Conditions: Post-Op Complication; Hiatal Hernia; Internal Hernia; Intussusception; Body Weight; Sleep Apnea, Obstructive; Anastomosis, Leaking; GERD; Mesenteric Hernia; Diabetes Mellitus, Type 2

• Registration Number: NCT05710913
• Lead Sponsor: Dr. Med Anas Taha

Brief Summary

This Study aims to develop machine learning models with the ability to predict patients' BMI and complications after Bariatric Surgery (CABS-Score).

This Study also aims to develop machine learning models with the ability to predict diabetic (DM II)patients' remission rate after Bariatric Surgery.

The service mentioned above will be publicly available as a web-based application

Detailed Description

Not available

Study Timeline

• Status Verified: 2023-01
• Study Start: 2023-01-05
• Study First Submitted: 2023-01-15
• Study First Submitted QC: 2023-01-25
• Last Update Submitted: 2023-01-25
• Study First Posted: 2023-02-02
• Last Update Posted: 2023-02-02
• Primary Completion: 2025-12-31
• Study Completion: 2025-12-31

Recruitment & Eligibility

• Status: RECRUITING
• Sex: All
• Target Recruitment: 10000

Inclusion Criteria

• Patients undergoing bariatric surgery
• Patients >18 years

Exclusion Criteria

• Patients <18 years
• Patients who cannot be followed up on for more than 6 month after surgery
• Patients who are unable to provide informed approval to participate according to each centre's rules will be excluded.

Study & Design

• Study Type: OBSERVATIONAL
• Study Design: Not specified

Primary Outcome Measures

Name	Time	Method
Complication after surgery	[Time Frame: From index surgery up to 3 months postoperatively]
Body mass Index (KG/m2) after surgery	[Time Frame: From index surgery up to 1 year postoperatively]
Diabetes mellitus type II remission rate postoperatively	[Time Frame: From index surgery up to 2 year postoperatively]

Trial Locations

Locations (1)

University of Basel - Department of Biomedical Engineering; 🇨🇭 Basel, Switzerland