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Research on Deep Learning-Based Rectus Abdominis Muscle Identification and the Efficacy of Posterior Rectus Sheath Block

Research on Deep Learning-Based Rectus Abdominis Muscle Identification and the Efficacy of Posterior Rectus Sheath Block

Status
Active, not recruiting
Phases
Early Phase 1
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2500111272
Enrollment
Unknown
Registered
2025-10-29
Start date
2025-11-01
Completion date
Unknown
Last updated
2025-11-03

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

Conditions

Acute postoperative pain

Interventions

Nerve block group:1. Nerve block group: Ultrasound-guided rectus sheath block is performed prior to general anesthesia induction (procedure: ultrasound probe placed at the umbilical plane, 2–3 cm belo
needle insertion posterior to the rectus muscle, aspiration confirmed negative for blood/air, followed by injection of 10 mL of 0.2% ropivacaine per site)
simultaneous recording of ultrasound videos
2. Model assessment: The recorded ultrasound videos are input into the model to generate real-time outputs of structural identification (e.g., rectus muscle) and block efficacy classification (adequat
Control group:None

Sponsors

Department of Anesthesiology, The Affiliated Hospital of Southwest Medical University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1. Patients who are scheduled to undergo laparoscopic cholecystectomy in our hospital; 2. Aged >=18 years, with ASA classification <= Grade III; 3. Voluntary participation and signing of the informed consent form; 4. Able to cooperate in completing the postoperative pain score follow-up.

Exclusion criteria

Exclusion criteria: 1. Allergy to local anesthetics such as ropivacaine; 2. Coagulation disorders (platelet count 1.5); 3. Skin infection, severe scar or tumor at the puncture site; 4. Severe heart and lung dysfunction, liver or kidney failure; 5. Mental illness or cognitive impairment (unable to cooperate with pain scoring); 6. Poor quality of ultrasound images.

Design outcomes

Primary

MeasureTime frame
Visual Analogue Scale;

Secondary

MeasureTime frame
Postoperative adverse events (e.g., nausea, vomiting);Analgesic use within 24 hours postoperatively;

Countries

China

Contacts

Public ContactWu Jiali

Department of Anesthesiology, The Affiliated Hospital of Southwest Medical University

13982759964@163.com+86 139 8275 9964

Outcome results

None listed

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