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

Sponsor

Dr. Med Anas Taha (Other)

Overall Status

Recruiting

CT.gov ID

NCT05710913

Collaborator

University of Basel (Other), GZO Hospital, Zürich, Switzerland (Other)

10,000

Enrollment

Location

35.8

Anticipated Duration (Months)

279

Patients Per Site Per Month

Study Details

Study Description

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

Condition or Disease	Intervention/Treatment	Phase
Body Weight Post-Op Complication Anastomosis, Leaking Hiatal Hernia GERD Internal Hernia Mesenteric Hernia Intussusception Diabetes Mellitus, Type 2 Sleep Apnea, Obstructive

Study Design

Study Type:

Observational

Anticipated Enrollment :

10000 participants

Observational Model:

Cohort

Time Perspective:

Retrospective

Official Title:

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

Actual Study Start Date :

Jan 5, 2023

Anticipated Primary Completion Date :

Dec 31, 2025

Anticipated Study Completion Date :

Dec 31, 2025

Outcome Measures

Primary Outcome Measures

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]]

Eligibility Criteria

Criteria

Ages Eligible for Study:

18 Years and Older

Sexes Eligible for Study:

All

Accepts Healthy Volunteers:

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.