Severe pulmonary emphysema in COPD patients with a focus on therapeutic decisions regarding interventional lung procedures. J44
Conditions
Interventions
Group 1: Retrospective analysis of therapeutic agreement between computer-generated suggestions and multidisciplinary board decisions in patients with COPD and pulmonary emphysema from 2021 to 2026
Sponsors
Universitätsmedizin Essen
Eligibility
Sex/Gender
All
Age
18 Years to No maximum
Inclusion criteria
Inclusion criteria: Data analysis of patients who were in treatment between 2021 and 2026
Exclusion criteria
Exclusion criteria: Exclusion of all cases without a full board decision, without sufficient HRCT findings, without lung function data, or with incomplete documentation of the relevant routine data.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Rate of complete therapeutic agreement between the treatment recommendations generated by the Large Language Model (LLM) and the decisions of the interdisciplinary emphysema board, determined retrospectively and once after completion of data collection and anonymization by blind comparison (percentage + Cohen’s Kappa). | — |
Secondary
| Measure | Time frame |
|---|---|
| Agreement rate for interventional indication (yes/no) and procedure type as well as direction of discordances (aggressive/conservative/other choice), determined retrospectively once after data collection by blind comparison and categorization. | — |
Countries
Germany
Contacts
Public ContactMax Eberts
Universitätsmedizin Essen
Outcome results
None listed