Status:
RECRUITING
Prediction of Complications After Major Gastrointestinal Surgery With Machine Learning and Point of Care Ultrasound
Lead Sponsor:
Academisch Medisch Centrum - Universiteit van Amsterdam (AMC-UvA)
Collaborating Sponsors:
Edwards Lifesciences
Conditions:
Surgery-Complications
Overload Fluid
Eligibility:
All Genders
18+ years
Brief Summary
This is an observational study in patients undergoing major surgery. In which we attempt to predict complications (e.g. low blood pressure, ICU-admittance after major surgery using continuous blood pr...
Detailed Description
The primary aim of this study is to develop a machine learning framework to predict major complications after major gastro-intestinal surgery. Secondary aims include combining this framework with poin...
Eligibility Criteria
Inclusion
- ≥18 years of age.
- elective major gastrointestinal surgery: esophagectomy, gastrectomy, pancreatomy or major liver resection (3 segments or more).
Exclusion
- no informed consent
- Patients with major cardiac shunts
- Patients with dialysis shunts or peritoneal dialysis
- Patients in whom POCUS is not possible or assessment of fluid status is unreliable e.g. BMI\> 40, pulmonary fibrosis.
Key Trial Info
Start Date :
November 20 2023
Trial Type :
OBSERVATIONAL
Allocation :
ESTIMATED
End Date :
January 20 2026
Estimated Enrollment :
200 Patients enrolled
Trial Details
Trial ID
NCT06166719
Start Date
November 20 2023
End Date
January 20 2026
Last Update
December 22 2023
Active Locations (1)
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1
Amsterdam UMC
Amsterdam, North Holland, Netherlands, 1081HV