Department of Women's Health, University Hospital
Tübingen, Germany
Location status: Recruiting
Recruiting
NCT Number: NCT07397000
AI-Based Real-Time Detection of Surgical Smoke Using Endoscopic Data
The goal of this observational, prospective monocentric pilot study is to generate a pilot dataset to train a computer-assisted model for automatic, intraoperative detection of surgical smoke gas.
Women with indications for laparoscopic evaluation requiring the use of HF surgery (expecting the formation of smoke gas) and a smoke evacuation system (Karl Storz S-Pilot) are employed.
Recruiting
Interested in participating?
Request InfoKey information
Conditions
Age range
18 year and older
Sex eligibility
Female
Study type
Observational
Primary location
About this study
Detection of surgical smoke gas with an accuracy F1 score of >= 0.8 on test datasets. The activation of the S-Pilot by clinic personnel will be used as the gold standard.
Who can participate
Healthy volunteers accepted: No
Only the study team can determine whether someone qualifies for participation.
Inclusion criteria
- - Age ≥ 18 years
- Written consent after receiving information
- Indication for surgical treatment using HF surgery
Exclusion criteria
- - Expected lack of compliance by the patient or inability of the patient to understand the meaning and purpose of the clinical trial
- Lack of patient consent
- S-Pilot cannot be used
Treatment and study plan
Primary outcomes
-
Detection of surgical smoke gas
Time frame: At the end of the study (9 months)
Detection of surgical smoke gas with an accuracy of an F1 score of ≥ 0.8 on test data sets.
Study contacts
Contact information is provided by the study sponsor or research team.
Sponsors and collaborators
Lead sponsor
University Hospital Tuebingen
Other
Registry information
Official study title
Development of AI-Based Approaches for Automated Real-Time Detection of Surgical Smoke Using Endoscopic Image and Video Data
Important dates
- Study start
- 2024
- Primary completion
- 2025
- Study completion
- 2026
- First posted
- Feb 9, 2026
- Registry last updated
- Feb 9, 2026
OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.
View the official ClinicalTrials.gov record (opens in a new tab)This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.