Actively Recruiting
Deep Learning for Preoperative Pulmonary Assessment in Thoracic CT
Led by The First Affiliated Hospital of Guangzhou Medical University · Updated on 2024-06-27
2000
Participants Needed
1
Research Sites
65 weeks
Total Duration
On this page
Sponsors
T
The First Affiliated Hospital of Guangzhou Medical University
Lead Sponsor
G
GE Healthcare
Collaborating Sponsor
AI-Summary
What this Trial Is About
The trial was designed as a single-centre, non-interventional prospective observational study to utilize deep learning technology combined with computed tomography (CT) images to precisely predict the pulmonary function indicators of thoracic surgery preoperative patients.
CONDITIONS
Official Title
Deep Learning for Preoperative Pulmonary Assessment in Thoracic CT
Who Can Participate
Eligibility Criteria
You may qualify if you...
- Signed informed consent form
- Male or female aged 18 to 75 years
- Undergoing elective thoracic surgery
- Good cooperation with preoperative pulmonary function testing and complete reports
- Preoperative chest single or dual phase CT scans without significant artefacts and complete imaging
- Interval between pulmonary function test and CT scans no longer than one month
You will not qualify if you...
- Poor cooperation or missing reports for preoperative pulmonary function tests
- Chest CT scans with significant artefacts or missing images
- Interval between pulmonary function test and CT scans exceeding one month
- Severe respiratory disorders such as lung transplantation, pneumothorax, or giant bullae
- Other severe functional impairments
- Obstructive lesions like airway or esophageal stenosis
- Height below predicted equation range (female <1.45m; male <1.55m)
- Use of medications before pulmonary function testing that do not meet cessation guidelines
- Pulmonary function report quality graded D to F
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 1 location
1
Department of Cardiothoracic Surgery, the First Affiliated Hospital of Guangzhou Medical College
Guangzhou, Guangdong, China, 510120
Actively Recruiting
Research Team
J
Jianxing He, MD
CONTACT
How is the study designed?
Study Type
OBSERVATIONAL
Masking
N/A
Allocation
N/A
Model
N/A
Primary Purpose
N/A
Number of Arms
2
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