Evaluating language model embeddings for Parkinson’s disease cohort harmonization using a novel manually curated variable mapping schema

Yasamin Salimi, Tim Adams, Mehmet Can Ay, Helena Balabin, Marc Jacobs, Martin Hofmann-Apitius

Open source

DOI
10.1038/s41598-025-06447-2
Published
2025-06-20
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-06447-2,
  title = {Evaluating language model embeddings for Parkinson’s disease cohort harmonization using a novel manually curated variable mapping schema},
  author = {Yasamin Salimi and Tim Adams and Mehmet Can Ay and Helena Balabin and Marc Jacobs and Martin Hofmann-Apitius},
  year = {2025},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-025-06447-2},
  url = {https://doi.org/10.1038/s41598-025-06447-2}
}

RIS

TY  - JOUR
TI  - Evaluating language model embeddings for Parkinson’s disease cohort harmonization using a novel manually curated variable mapping schema
AU  - Yasamin Salimi
AU  - Tim Adams
AU  - Mehmet Can Ay
AU  - Helena Balabin
AU  - Marc Jacobs
AU  - Martin Hofmann-Apitius
PY  - 2025
JO  - Scientific Reports
DO  - 10.1038/s41598-025-06447-2
UR  - https://doi.org/10.1038/s41598-025-06447-2
ER  - 

APA

Salimi, Y., Adams, T., Ay, M. C., Balabin, H., Jacobs, M., & Hofmann-Apitius, M. (2025). Evaluating language model embeddings for Parkinson’s disease cohort harmonization using a novel manually curated variable mapping schema. Scientific Reports. https://doi.org/10.1038/s41598-025-06447-2

Source records