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Localization and recognition of sciatic nerve block under ultrasound guidance based on machine learning

Localization and recognition of sciatic nerve block under ultrasound guidance based on machine learning

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400089152
Enrollment
Unknown
Registered
2024-09-03
Start date
2024-09-03
Completion date
Unknown
Last updated
2025-10-20

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

Conditions

Foot and ankle fractures

Interventions

Combined CT Group (male):NA
Combined CT Group (female):NA

Sponsors

Shanghai Sixth People's Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 80 Years

Inclusion criteria

Inclusion criteria: 1. Foot and ankle surgery is proposed; 2. Sciatic nerve block is planned; 3. Age 18-80 years old; 4. BMI of 18~35 kg/ m^2; 5. Gender is not limited; 6. Patients who agreed to participate in this study and signed informed consent.

Exclusion criteria

Exclusion criteria: 1. The patient is unable to cooperate with nerve block; Inability to lie on one's side 2. Contrainidators of nerve block (such as coagulation dysfunction: PLT1.5, puncture site infection, local anesthetic poisoning, lower extremity neuropathy changes, etc.); 3. Allergic to ultrasonic coupling agent; 4. Trauma in the image acquisition area 5. There were sensorimotor abnormalities in the affected limb before surgery; 6. Patients who are unable to obtain informed consent.

Design outcomes

Primary

MeasureTime frame
The area of the sciatic nerve (measured from the image);

Secondary

MeasureTime frame
Distance from ischial tuberosity to greater trochanter of femur (body surface measurement);Distance from ischial tuberosity to the medial side of the femur (body surface measurement);Leg circumference in the plane of the sciatic nerve under the gluteal region;Distance between the sciatic nerve and the greater trochanter of the femur (measured from the image);Measurement index of CT image analysis;

Countries

China

Contacts

Public ContactXie Yaming

Shanghai Sixth People's Hospital

oparadise@126.com+86 136 6189 6122

Outcome results

None listed

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