SoftwareApplication
identifier: 10.5281/zenodo.16871713
name: Datastew
description: Datastew is a python library for intelligent data harmonization using Large Language Model (LLM) vector embeddings.
description: https://raw.githubusercontent.com/SCAI-BIO/datastew/refs/heads/main/README.md
code repository: https://github.com/SCAI-BIO/datastew
author: https://orcid.org/0000-0002-2823-0102
author: https://orcid.org/0000-0002-2977-7695
keywords: large language models
keywords: llm
keywords: data stewardship
keywords: Data Harmonization
programming language: Python
license:
  creative work: creativeWork
    name: Apache-2.0
reference publication: v1
reference publication: s41598-025-06447-2
reference publication: publica-4577

https://orcid.org/0000-0002-2823-0102
type: Person
given name: Tim
family name: Adams
name: Tim Adams
affiliation: Organization
  name: Fraunhofer Institute for Algorithms and Scientific Computing SCAI

https://orcid.org/0000-0002-2977-7695
type: Person
given name: Mehmet Can
family name: Ay
name: Mehmet Can Ay
affiliation: Organization
  name: Fraunhofer Institute for Algorithms and Scientific Computing SCAI

v1
type: ScholarlyArticle
name: On the Utility of Large Language Model Embeddings for Revolutionizing Semantic Data Harmonization in Alzheimer's and Parkinson’s Disease
url: https://doi.org/10.21203%2Frs.3.rs-4108029%2Fv1

s41598-025-06447-2
type: ScholarlyArticle
name: Evaluating language model embeddings for Parkinson’s disease cohort harmonization using a novel manually curated variable mapping schema
url: https://doi.org/10.1038%2Fs41598-025-06447-2

publica-4577
type: ScholarlyArticle
name: INDEX: the Intelligent Data Steward Toolbox
url: https://doi.org/10.24406%2Fpublica-4577