Multi-task transfer learning models based on multiparameter MRI for accurately quantifying pathology of liver fibrosis and therapeutic evaluation

Status

Active, not recruiting

Phases

Early Phase 1

Study type

Observational

Source

ChiCTR

Registry ID

ChiCTR2400094497

Enrollment

Unknown

Registered

2024-12-24

Start date

2025-01-01

Completion date

Unknown

Last updated

2025-01-06

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

Conditions

liver fibrosis

Interventions

Gold Standard:Pathological results

Index test:Multi-task artificial intelligence

Eligibility

Sex/Gender

All

Age

18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.Age of 18 years or older; 2.Preoperative Gd-EOB-DTPA enhanced MRI examination; 3.No antiviral treatment administered prior to the examination; 4.Patients with liver tumors who have not yet received local or systemic treatment.

Exclusion criteria

Exclusion criteria: 1.Image artifacts; 2.Surgical or puncture specimens do not fulfill the necessary criteria.

Design outcomes

Primary

Measure	Time frame
AUC;	—

Secondary

Measure	Time frame
Goodness of fit, calibration degree;	—

Countries

China

Contacts

Public ContactXianyue Quan

Zhujiang Hospital of Southern Medical University

quanxianyue@163.com+86 20 61643460

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026