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A two-stage multimodal learning framework for thyroid ultrasound diagnosis based on text-driven visual pre-training and cross-modal feature fusion

A two-stage multimodal learning framework for thyroid ultrasound diagnosis based on text-driven visual pre-training and cross-modal feature fusion

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500105672
Enrollment
Unknown
Registered
2025-07-09
Start date
2025-07-09
Completion date
Unknown
Last updated
2025-07-14

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

Conditions

thyroid cancer

Interventions

Gold Standard:pathological findings of FNA
Index test:the two-stage text-driven multimodal networks

Sponsors

Union Hospital, Tongji Medical College, Huazhong University of Science and Technology
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: 1.thyroid nodules found by ultrasound; 2.FNA examination of the thyroid nodules;

Exclusion criteria

Exclusion criteria: 1.no complete case Information;

Design outcomes

Primary

MeasureTime frame
malignancy of thyroid nodules;—

Countries

China

Contacts

Public ContactTao Huang

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

huangtaowh@163.com+86 27 8572 6685

Outcome results

None listed

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