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a Prediction of Post-Endoscopic Retrograde Cholangiopancreatography Complication

Machine Learning for the Prediction of Post-Endoscopic Retrograde Cholangiopancreatography Complication Risk

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT06277414
Enrollment
2000
Registered
2024-02-26
Start date
2018-01-01
Completion date
2024-12-31
Last updated
2024-02-26

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Endoscopic Retrograde Cholangiopancreatography

Brief summary

To develop effective preoperative and postoperative prediction models for postoperative complications of ERCP

Detailed description

To develop effective preoperative and postoperative prediction models for postoperative complications of ERCP based on machine learning

Interventions

OTHERcollection of laboratory test results, imaging results and symptoms

collection of laboratory test results, imaging results and symptoms

Sponsors

The First Affiliated Hospital of University of South China
Lead SponsorOTHER

Study design

Observational model
CASE_ONLY
Time perspective
PROSPECTIVE

Eligibility

Sex/Gender
ALL
Age
18 Years to 90 Years
Healthy volunteers
No

Inclusion criteria

* Routine ERCP patients

Exclusion criteria

* Unwillingness or inability to consent for the study * Pregnant women or breastfeeding * current acute pancreatitis

Design outcomes

Primary

MeasureTime frameDescription
Number of Participants with Pancreatitis1 monthTypical abdominal pain, with the level of serum amylase increasing at least 3 times of the normal range within 24 hours after ERCP.

Secondary

MeasureTime frameDescription
Number of Acute PEC(post-ERCP-cholecystitis )1 monthNumber of Acute PEC(post-ERCP-cholecystitis )
Number of Participants with Cholangitis1 monthTemperature should be more than 38 celsius degree, chills, with right upper abdominal pain, blood routine showing the total amount of the White Blood Cell (WBC), and the amount of polymorphonuclear neutrophil(PMN) are above normal
Number of Participants with Perforation1 monthTypical abdominal pain,abdominal muscle tension, and there are also radiographic evidence suggesting
Number of Participants with bile duct stents1 monthIf it is necessary to get the patients drainage, Number of Participants with stents or endoscopic nasobiliary drainage (ENBD) should be recorded

Countries

China

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026