Establishment and Application of an Artificial Intelligence Algorithm for Automatic Identification of Intraoperative Bleeding During Laparoscopic Pancreaticoduodenectomy
1 other identifier
observational
400
1 country
1
Brief Summary
Surgeons will label surgical videos of laparoscopic pancreaticoduodenectomy with bleeding information from multicenter. The labeled surgical video will be used as training material to train the algorithmic model so as to build an artificial intelligence algorithm that can automatically identify intraoperative bleeding in this surgery. Then, we will test the performance capability of the algorithm.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Jul 2023
Shorter than P25 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
July 20, 2023
CompletedFirst Submitted
Initial submission to the registry
November 8, 2023
CompletedFirst Posted
Study publicly available on registry
December 15, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 30, 2023
CompletedStudy Completion
Last participant's last visit for all outcomes
March 30, 2024
CompletedDecember 15, 2023
December 1, 2023
5 months
November 8, 2023
December 14, 2023
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
performance of artifical intelligence algorithm
test the performance of the algorithm , including accuracy
through study completion, an average of 1 month
Study Arms (1)
LPD cohort
surgical videos of laparoscopic pancreaticoduodenectomy with label to build and test the algorithms.
Interventions
we recorded the surgical videos of laparoscopic pancreaticoduodenectomy, and labeled the information in the video to build and test the algorithms.
Eligibility Criteria
Patients underwent laparoscopic pancreaticoduodenectomy for benign and malignant diseases. Besides, the surgical videos had been recorded.
You may qualify if:
- \. surgical videos that recorded complete laparoscopic pancreaticoduodenectomy including resection and reconstruction phases.
You may not qualify if:
- surgical videos that recorded laparoscopic pancreaticoduodenectomy combined with resection and reconstruction of mesentericoportal vein.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Xinrui Zhu,MDlead
Study Sites (1)
West China Hospital of Sichuan University
Chengdu, Sichuan, 610041, China
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- RETROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR INVESTIGATOR
- PI Title
- attending doctor
Study Record Dates
First Submitted
November 8, 2023
First Posted
December 15, 2023
Study Start
July 20, 2023
Primary Completion
December 30, 2023
Study Completion
March 30, 2024
Last Updated
December 15, 2023
Record last verified: 2023-12
Data Sharing
- IPD Sharing
- Will not share