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Machine learning based on chest computed tomography (CT) images to assist in selecting double-lumen endotracheal tube sizes

Machine learning based on chest computed tomography (CT) images to assist in selecting double-lumen endotracheal tube sizes

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500115419
Enrollment
Unknown
Registered
2025-12-25
Start date
2026-01-01
Completion date
Unknown
Last updated
2026-01-05

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

Conditions

Lung cancer or lung nodules

Interventions

Left 32 double-chamber tube group:N/A
Left 35 double-chamber tube group:N/A
Left 37 double-chamber tube group:N/A
Left 39 double-chamber tube group:N/A
Right 35 double-chamber tube group:N/A
Right 37 double-chamber tube group:N/A
Right 39 double-chamber tube group:N/A

Sponsors

Sun Yat-sen Memorial Hospital, Sun Yat-sen University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 70 Years

Inclusion criteria

Inclusion criteria: From January 2020 to July 2025, patients aged 18-70 years old, with ASA classification of I-III, who are scheduled to undergo elective thoracic surgery under general anesthesia and require insertion of double-lumen bronchial tubes for single-lung ventilation, will be admitted to Sun Yat-sen Memorial Hospital of Sun Yat-sen University.

Exclusion criteria

Exclusion criteria: 1. ASA classification level IV or above; 2. Abnormal coagulation parameters; 3. Patients with head and neck deformities, oral and maxillofacial deformities, severe maxillofacial trauma or cervical spondylosis during physical examination; 4. Patients with a previous history of central nervous system diseases or mental disorders; 5. Patients with unclear or unavailable chest CT images; patients with missing information such as age, gender, height, and weight; 6. Patients with difficulty in double-lumen tube insertion or failed insertion.

Design outcomes

Primary

MeasureTime frame
Intraoperative double-lumen endotracheal tube size;Preoperative chest CT scan indicators;

Secondary

MeasureTime frame
Age;Gender;Height;Weight;American Society of Anesthesiologists classification(ASA);Surgical Procedure;Anesthesia method;

Countries

China

Contacts

Public ContactDaowei Lin

Sun Yat-sen Memorial Hospital, Sun Yat-sen University

Lindw@mail.sysu.edu.cn+86 135 3502 2998

Outcome results

None listed

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