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Construction and application of an intelligent liver ultrasound-assisted diagnosis model

Construction and application of an intelligent liver ultrasound-assisted diagnosis model based on active learning and adaptive sensing

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500099680
Enrollment
Unknown
Registered
2025-03-27
Start date
2025-04-11
Completion date
Unknown
Last updated
2025-03-31

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

Conditions

Ultrasound of the liver

Interventions

Gold Standard:(1) Evaluation of the application of the AI model of liver ultrasound standard section (positioning): The diagnosis of experts who have resident teachers and have been engaged in liver u
Index test:The sensitivity, specificity, accuracy, positive predictive value, negative predictive value and other indicators of AI model, junior physician and intermediate physician identification rel
Chi-squa

Sponsors

The Second Affiliated hospital of Fujian Medical University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1. Subjects enrolled in the standard section of liver ultrasound must meet: no history of liver disease; 2. Identification of liver focal lesions Enrolled subjects need to meet: Patients with liver focal lesions without any treatment need to undergo ultrasound examinations including the following: two-dimensional ultrasound, elastography, and contrast-enhanced ultrasound (including arterial phase, portal phase, and delayed phase images). and meet the consistency of histopathological diagnosis or two or more enhanced imaging diagnostic results; 3. Informed consent, voluntary participation.

Exclusion criteria

Exclusion criteria: 1. Subjects enrolled in the standard section of liver ultrasound need to be excluded: the liver background ultrasound image is not clear; 2. Subjects with focal liver lesions should be excluded: the ultrasound image of focal lesions is not clear; 3. Subjects with focal liver lesions should be excluded: chemoradiotherapy or ablation therapy; 4. Patients with incomplete medical records or who are unable to participate in the whole research process 5. Other reasons why the investigator thinks it is not suitable to participate in this study.

Design outcomes

Primary

MeasureTime frame
Specificity;Accuracy;Positive predictive value;Negative predictive value;Sensitivity;

Countries

China

Contacts

Public ContactYongjian Chen

The Second Affiliated hospital of Fujian Medical University

962106486@qq.com+86 595 22770198

Outcome results

None listed

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