Clinical trial · Observational
Multimodal Assessment of Malignancy in Atypia of Undetermined Significance in Thyroid Nodules Using Ultrasound and Cytology Whole-Slide Images
NCT07488325CI-TRIAL-00106994recruitingClinicalTrials.gov clinicaltrialsProvenance
- Source
- ClinicalTrials.gov
- Retrieved
- Sep 8, 2026
- Layer
- normalized (units and labels harmonized; values unchanged)
- Run
- ING-CLINICALTRIALS-20260908-000001
Summary
Brief summary (as posted)
The prospective study aim to develop a multimodal deep learning model that integrates ultrasound images and cytological whole-slide images for more accurate malignant risk prediction of Bethesda III thyroid nodules.
Conditions
Conditions (1)
Free-text conditions as registered, with the CancerIndex entity they were reconciled to and the match type.
| Condition (as posted) | Mapped entity | Match | Confidence |
|---|---|---|---|
| Thyroid Nodule | — | UNRESOLVED | — |
Interventions
Interventions (1)
| Intervention | Type | Mapped drug | Match |
|---|---|---|---|
| Histopathology or cytopathology. | Other | — | UNRESOLVED |
Design
Arms and outcomes
Arms (2)
- label
- Benign thyroid nodule
- description
- Confirmed by histopathology.
- interventionNames
- Other: Histopathology or cytopathology.
- label
- Malignant thyroid nodule
- description
- Confirmed by histopathology.
- interventionNames
- Other: Histopathology or cytopathology.
Primary outcomes (1)
- measure
- Pathological diagnosis.
- timeFrame
- One month after the surgery.
- description
- WHO guidelines.
Eligibility
Eligibility (as posted)
- Sex
- All
- Minimum age
- 18 Years
- Maximum age
- 80 Years
Show eligibility criteria text
Inclusion Criteria: * (a) Patients who underwent fine-needle aspiration of thyroid nodules and received a cytological diagnosis of Bethesda Ⅲ. * (b) Patients who subsequently underwent thyroid surgery with a definitive histopathological diagnosis of benign or malignant lesions,. * (c) Availability of at least one ultrasound image acquired prior to surgery. Exclusion Criteria: * (a) Patients without confirmation by surgical pathology,. * (b) Patients without any available or usable ultrasound images.
References
Publications (0)
Data not yet available
No reference posted for this study.