C34
Conditions
Interventions
Group 1: Retrospective analysis of therapeutic agreement between computer-generated suggestions and multidisciplinary tumor board decisions in patients 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 imaging findings, 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 tumor 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 in the indication for interventional therapy procedures (yes/no) as well as type and direction of discordances (aggressive/conservative/other modality), determined retrospectively once after completion of data collection by blinded expert comparison and standardized categorization. | — |
Countries
Germany
Contacts
Public ContactMax Eberts
Universitätsmedizin Essen
Outcome results
None listed