AI-Based Real-Time Detection of Surgical Smoke Using Endoscopic Data
For patients and families
In plain language
An automatic summary of structured registry data. It is an orientation aid, not a substitute for the official protocol or a physician assessment.
- What is being studied
- This is an observational study: the protocol does not assign a study treatment.
- Who it may be relevant to
- Registry conditions: Detection of Surgical Smoke Gas Using AI. Basic parameters: from 18 years · Female.
- What needs checking
- Age, condition and sex are only basic indicators. Prior treatment, laboratory values and other mandatory requirements appear in the eligibility criteria below.
- Where it takes place
- Germany
- Next step
- Save the trial, show it to the treating physician, and confirm current recruitment with the study center. Costs, documents and travel →
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Official title
Development of AI-Based Approaches for Automated Real-Time Detection of Surgical Smoke Using Endoscopic Image and Video Data
Overview
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.
Detailed description
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.
Primary outcome measures
- Detection of surgical smoke gas [Time frame: At the end of the study (9 months)]
Eligibility criteria
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
Criteria are shown verbatim from the registry (in English). Final eligibility is always assessed by the study center.
Healthy volunteers: No
Study design
- Observational model
- Other
Study locations
Germany · 1 center
- Department of Women's Health, University Hospital — Tübingen
Identifiers
NCT: NCT07397000 · MT_STORZ Rauchgasabsaugung