Prediction of Complications After Major Gastrointestinal Surgery With Machine Learning and Point of Care Ultrasound
AI_PLUS
1 other identifier
observational
200
1 country
1
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 pressure measurements. We will also attempt to predict their response to fluid therapy using point of care ultrasound. Eventually we aim to combine these methods to detect complications earlier and to give advice about whether or not administration of fluid is appropriate
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Nov 2023
Typical duration for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
November 20, 2023
CompletedFirst Submitted
Initial submission to the registry
December 4, 2023
CompletedFirst Posted
Study publicly available on registry
December 12, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
November 20, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
January 20, 2026
CompletedDecember 22, 2023
December 1, 2023
2 years
December 4, 2023
December 17, 2023
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Post-operative complications
mainly complications such as ICU admission, re-OR, hemodynamic or respiratory instability, death, organ failure
28 days
Secondary Outcomes (1)
fluid overload or fluid intolerance
28 days
Other Outcomes (1)
renin en aldosterone activity
28 days
Interventions
No intervention
Eligibility Criteria
Adult patients who will undergo elective, major gastrointestinal surgery.
You may qualify if:
- ≥18 years of age.
- elective major gastrointestinal surgery: esophagectomy, gastrectomy, pancreatomy or major liver resection (3 segments or more).
You may not qualify if:
- 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.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Amsterdam UMC
Amsterdam, North Holland, 1081HV, Netherlands
Biospecimen
Peri-operative blood samples for hormone levels and liver metabolism e.g. Whole blood and serum
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
A.P. J. Vlaar, PhD
Department of Intensive Care, Amsterdam UMC
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- prof. dr.
Study Record Dates
First Submitted
December 4, 2023
First Posted
December 12, 2023
Study Start
November 20, 2023
Primary Completion
November 20, 2025
Study Completion
January 20, 2026
Last Updated
December 22, 2023
Record last verified: 2023-12