Using LLMs for the Annotation of German Clinical Forms with SNOMED CT and the MII Core Data Set

Introduction: The Medical Informatics Initiative (MII) aims to standardise routine care data for research based on the core data set (CDS)[ref:1]. To improve semantic interoperability, the CDS utilises the world’s leading health terminology SNOMED CT(SCT)[ref:2]. Medical [for full text, please go to the a.m. URL]

Institutions

Publication Details

Journal
German Medical Science (German Research Foundation)
Published
2025-11-03
DOI
https://doi.org/10.3205/25gmds062
Primary Topic
Biomedical Text Mining and Ontologies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Using LLMs for the Annotation of German Clinical Forms with SNOMED CT and the MII Core Data Set

German Medical Science (German Research Foundation)
Biomedical Text Mining and Ontologies
article

Using LLMs for the Annotation of German Clinical Forms with SNOMED CT and the MII Core Data Set

article en

Abstract

Introduction: The Medical Informatics Initiative (MII) aims to standardise routine care data for research based on the core data set (CDS)[ref:1]. To improve semantic interoperability, the CDS utilises the world’s leading health terminology SNOMED CT(SCT)[ref:2]. Medical [for full text, please go to the a.m. URL]

German Medical Science (German Research Foundation)
Friedrich-Alexander-Universität Erlangen-Nürnberg (DE), Helmholtz Zentrum München (DE), Universitätsklinikum Erlangen (DE)
Openalex Percentile: Top 43%
Biomedical Text Mining and Ontologies
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Using LLMs for the Annotation of German Clinical Forms with SNOMED CT and the MII Core Data Set · German Medical Science (German Research Foundation) (2025) | TGRS Research Map | TGRS