ML Models for Predicting Postoperative Peritoneal Metastasis After Hepatocellular Carcinoma Rupture
Machine Learning Models for Predicting Postoperative Peritoneal Metastasis After Hepatocellular Carcinoma Rupture
1 other identifier
observational
522
1 country
1
Brief Summary
This study aimed to address the issue of peritoneal metastasis (PM) following the rupture of hepatocellular carcinoma (HCC) and its adverse impact on patient prognosis. Clinical data from 522 patients with ruptured HCC who underwent surgery at seven different medical centers were collected and analyzed. Machine learning models were employed for analysis and prediction.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Jan 2020
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
January 1, 2020
CompletedPrimary Completion
Last participant's last visit for primary outcome
March 1, 2023
CompletedStudy Completion
Last participant's last visit for all outcomes
April 1, 2023
CompletedFirst Submitted
Initial submission to the registry
October 22, 2023
CompletedFirst Posted
Study publicly available on registry
October 26, 2023
CompletedOctober 26, 2023
October 1, 2023
3.2 years
October 22, 2023
October 25, 2023
Conditions
Outcome Measures
Primary Outcomes (1)
overall survival
Overall survival (OS) was defined as the time from the date of surgery to death
2018-2023
Study Arms (2)
Training cohort
All cases were randomly grouped according to 7:3, with 70% defined as the training group
Validation cohort
All cases were randomly grouped according to 7:3, with 30% defined as the validation group
Interventions
Patients experiencing postoperative peritoneal metastasis
Eligibility Criteria
522 rHCC patients who underwent radical hepatectomy
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Chen Xiaopinglead
Study Sites (1)
Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology
Wuhan, Hubei, 430030, China
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- RETROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
October 22, 2023
First Posted
October 26, 2023
Study Start
January 1, 2020
Primary Completion
March 1, 2023
Study Completion
April 1, 2023
Last Updated
October 26, 2023
Record last verified: 2023-10