Clinical trial · Observational
AI Recognition of Important Structures in Otolaryngological Surgery
NCT06726551CI-TRIAL-00083534recruitingClinicalTrials.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)
Developing a system for artificial intelligence to recognize anatomical landmarks in otolaryngological surgery, enabling real-time tracking of critical temporal bone structures during surgery.
Conditions
Conditions (2)
Free-text conditions as registered, with the CancerIndex entity they were reconciled to and the match type.
| Condition (as posted) | Mapped entity | Match | Confidence |
|---|---|---|---|
| Middle Ear Surgery, Endolymphatic Sac Surgery, Cochlear Implant, Labyrinthectomy, Petrous Apex Lesions, Facial Nerve Surgery, and Lateral Skull Base Tumors | — | UNRESOLVED | — |
| Otolaryngological Diseases Requiring Mastoidectomy | — | UNRESOLVED | — |
Interventions
Interventions (0)
Data not yet available
No intervention recorded.
Design
Arms and outcomes
Arms (0)
[]Primary outcomes (2)
- measure
- otolaryngological diseases requiring mastoidectomy
- timeFrame
- 1 week from admission to discharge
- description
- 1. Performing otolaryngological surgeries such as cochlear implantation, endolymphatic sac decompression, semicircular canal plugging, and acoustic neuroma surgery using a microscope. 2. Microscopic exposure provides a comprehensive and clear view of the surgical area within the temporal bone.
- measure
- Relevant indicators to evaluate the accuracy of the model
- timeFrame
- From enrollment to the end of the study
- description
- 1. The F1 score is the harmonic mean of accuracy and recall, which is used to measure the balance between accuracy and recall of the model. The higher the F1 score, the better the model performance. 2. Kappa value (Cohen's Kappa) is a statistical indicator used to measure classification consistency. It is mainly used to evaluate the degree of consistency between two or more classifiers (including manual classification and model classification), or the classification consistency of the same classifier at different times or under different conditions.
Secondary outcomes (1)
Eligibility
Eligibility (as posted)
- Sex
- All
- Minimum age
- 6 Months
- Maximum age
- 100 Years
Show eligibility criteria text
Inclusion Criteria: 1. Performing otolaryngological surgeries such as cochlear implantation, endolymphatic sac decompression, semicircular canal plugging, and acoustic neuroma surgery using a microscope. 2. Microscopic exposure provides a comprehensive and clear view of the surgical area within the temporal bone. Exclusion Criteria: 1. No surgical video recording available. 2. Unclear visualization of the surgical area during microscopic otolaryngological procedures. 3. Incomplete visualization of the entire surgical process. 4. Patients who did not undergo high-resolution temporal bone CT at our hospital or Shenzhen Deep Bay Hospital.
References
Publications (0)
Data not yet available
No reference posted for this study.