Skip to content

Prospective evaluation of LLM-supported information extraction from medical documents for tumour documentation (LLM4TDS)

Prospective evaluation of LLM-supported information extraction from medical documents for tumour documentation (LLM4TDS) - LLM4TDS

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
DRKS
Registry ID
DRKS00035764
Enrollment
800
Registered
2025-10-07
Start date
2025-10-13
Completion date
Unknown
Last updated
2025-11-24

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

C00-C97

Interventions

Group 1: Single-arm study, first the standard tumour documentation of patient-related medical text information is recorded by medical documentalists. This is followed by LLM-supported tumour documenta

Sponsors

Else Kröner Fresenius Zentrum für digitale Gesundheit
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: Patient data: Further processing of patients' medical documents required for tumour documentation for all patients being treated for tumours at the University Hospital/NCT Dresden. Consent in the form of the treatment contract and consent for recording in the tumour documentation system available. MDAs: Employment as MDA of the University Hospital Carl Gustav Carus Dresden and documentation using the tumour documentation system.

Exclusion criteria

Exclusion criteria: Patient data: Consent for recording in the tumour documentation system/treatment contract not available. Exclusion criteria: Little knowledge of the German language.

Design outcomes

Primary

MeasureTime frame
Performance of LLM-supported tumor documentation (acceptance rate, hallucination rate, sensitivity, specificity)

Secondary

MeasureTime frame
Evaluation of user experience, interaction rate, time required per documentation, compatibility with hospital information systems, error rate in system operation (to identify potential barriers in usability).

Countries

Germany

Contacts

Public ContactIsabella Wiest

Else Kröner Fresenius Zentrum für digitale Gesundheit

ekfz@tu-dresden.de0351 4587558

Outcome results

None listed

Source: DRKS (via WHO ICTRP) · Data processed: Feb 4, 2026