Search Results for author: Markus Kreuzthaler

Found 6 papers, 1 papers with code

Federated unsupervised random forest for privacy-preserving patient stratification

no code implementations29 Jan 2024 Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler

In the realm of precision medicine, effective patient stratification and disease subtyping demand innovative methodologies tailored for multi-omics data.

Clustering Feature Importance +1

Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment

no code implementations27 Dec 2021 Markus Kreuzthaler, Bastian Pfeifer, Diether Kramer, Stefan Schulz

Clinical information systems have become large repositories for semi-structured and partly annotated electronic health record data, which have reached a critical mass that makes them interesting for supervised data-driven neural network approaches.

Language Modelling

Localising the Clinical Terminology SNOMED CT by Semi-automated Creation of a German Interface Vocabulary

no code implementations LREC 2020 Stefan Schulz, Larissa Hammer, David Hashemian-Nik, Markus Kreuzthaler

With large parts of clinical documents in free text, NLP is playing a more and more important role in unlocking re-usable and interoperable meaning from medical records.

Machine Translation Retrieval +1

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