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AI-Assisted Ultrasound-Guided Nerve Block: Model Development and Performance Assessment

AI-Assisted Ultrasound-Guided Nerve Block: Model Development and Performance Assessment

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500104816
Enrollment
Unknown
Registered
2025-06-24
Start date
2025-07-01
Completion date
Unknown
Last updated
2025-06-30

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

Conditions

All the elective surgery

Interventions

Case series:NA

Sponsors

Shanghai Sixth People’s Hospital Affiliated Shanghai Jiao Tong University School of Medicine
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 70 Years

Inclusion criteria

Inclusion criteria: 1. Aged 18–70 years; 2. BMI between 19–23 kg/m²; 3. American Society of Anesthesiology (ASA) classification I–II; 4. Normal orientation and able to cooperate with physical examination.

Exclusion criteria

Exclusion criteria: 1. Patient refusal; 2. Infection, trauma, skin defect, deformity, or other abnormalities at the intended nerve block site; 3. Pregnant women.

Design outcomes

Primary

MeasureTime frame
The accuracy of the AI model in labeling the target anatomical structures in the images;

Secondary

MeasureTime frame
Number of True Positive (TP) structures;Number of False Positive (FP) structures;Number of True Negative (TN) structures;Number of False Negative (FN) structures;Annotation time;Assessment of the AI model's influence on regional block failure rates during ultrasound-guided procedures (increased risk, neutral effect, decreased risk);Evaluation of AI model application in ultrasound-guided regional anesthesia on the incidence of adverse events (elevated risk/no significant effect/risk reduction);

Countries

China

Contacts

Public ContactZhang Hui

Shanghai Sixth People’s Hospital Affiliated Shanghai Jiao Tong University School of Medicine

zhanghui@sjtu.com+86 189 3017 3686

Outcome results

None listed

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