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NCT07853157Not yet recruiting

AI-Assisted 3D Reconstruction for Lung Resection Planning

Prospective Validation of an Artificial Intelligence-Based 3D Reconstruction Model for Preoperative Planning of Lung Resection.

Source: ClinicalTrials.gov · Last updated 1 Oct 2026

Brief summary (registry, in English)

This prospective observational study aims to validate an artificial intelligence (AI)-based system for automated three-dimensional (3D) reconstruction of pulmonary anatomy from preoperative chest computed tomography (CT) scans in patients undergoing lung resection. The AI system will automatically identify and reconstruct relevant pulmonary anatomical structures, including pulmonary arteries, veins, bronchi, lobes, and segments. AI-generated 3D reconstructions will be compared with expert manual 3D reconstructions and with anatomical findings documented during surgery. The primary objective is to assess the anatomical accuracy of AI-generated 3D reconstructions in identifying surgically relevant bronchovascular anatomy and anatomical variants. Secondary objectives include evaluating accuracy for individual anatomical structures, discrepancies between automated and manual reconstructions, concordance with intraoperative findings, and the time required to generate and review the automated reconstruction. The study is observational and will not modify the planned surgical procedure or standard patient care.

Status (registry)
Not yet recruiting
Study type
Observational
Enrollment
50 (estimated)
First submitted
23 Sept 2026
Start date
2 Nov 2026
Primary completion date
1 May 2027
Lead sponsor
S. Andrea Hospital
Diseases
Lung cancer
NCT number
NCT07853157

What you commit to

  • Study type: Observational
  • Planned participants: 50
  • From 2 Nov 2026 to the primary completion date, 1 May 2027
  • 1 site in 1 country
  • Visits and tests: ask the trial team, the registry does not list them

Built from the registry fields of ClinicalTrials.gov. It describes the study, not your situation.

Who cannot take part

Copied verbatim from ClinicalTrials.gov and grouped by topic. Only the trial team decides who can take part.

Prior treatment

  • Cancellation of the planned surgical procedure before surgery.

Other

  • Preoperative CT images of insufficient quality or technical characteristics for 3D reconstruction.
  • Inability or unwillingness to provide informed consent.

Who the study is looking for

  • Age ≥18 years
  • Scheduled for anatomical lung resection (segmentectomy, lobectomy, bilobectomy, or pneumonectomy)
  • Availability of a preoperative contrast-enhanced chest CT scan suitable for 3D reconstruction, with slice thickness ≤1.5 mm.
  • Ability to provide informed consent.

Age in the registry: 18 years to - · Sex: All · Does not accept healthy volunteers

Full criteria on ClinicalTrials.gov

Sites (1)

Sites in registry order. Pick your city on the disease page to sort them by distance.

SiteCityCountrySite status
Azienda Ospedaliera Universitaria Sant'Andrea
Coordinator of this site? Confirm its status
RomeItalyUnknown status

This page is information, not medical advice. Discuss any trial with your doctor.