ML Models for Predicting Postoperative Peritoneal Metastasis After Hepatocellular Carcinoma Rupture

NCT ID: NCT06102278

Last Updated: 2023-10-26

Study Results

Results pending

The study team has not published outcome measurements, participant flow, or safety data for this trial yet. Check back later for updates.

Basic Information

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Recruitment Status

COMPLETED

Total Enrollment

522 participants

Study Classification

OBSERVATIONAL

Study Start Date

2020-01-01

Study Completion Date

2023-04-01

Brief Summary

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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.

Detailed Description

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Conditions

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Peritoneal Metastasis

Study Design

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Observational Model Type

COHORT

Study Time Perspective

RETROSPECTIVE

Study Groups

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Training cohort

All cases were randomly grouped according to 7:3, with 70% defined as the training group

Peritoneal Metastasis

Intervention Type OTHER

Patients experiencing postoperative peritoneal metastasis

Validation cohort

All cases were randomly grouped according to 7:3, with 30% defined as the validation group

Peritoneal Metastasis

Intervention Type OTHER

Patients experiencing postoperative peritoneal metastasis

Interventions

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Peritoneal Metastasis

Patients experiencing postoperative peritoneal metastasis

Intervention Type OTHER

Eligibility Criteria

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Exclusion Criteria

\-
Minimum Eligible Age

18 Years

Maximum Eligible Age

90 Years

Eligible Sex

ALL

Accepts Healthy Volunteers

No

Sponsors

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Chen Xiaoping

OTHER

Sponsor Role lead

Responsible Party

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Chen Xiaoping

Professor

Responsibility Role SPONSOR_INVESTIGATOR

Locations

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Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology

Wuhan, Hubei, China

Site Status

Countries

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China

Other Identifiers

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PM-01

Identifier Type: -

Identifier Source: org_study_id

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