Context-aware LLM extraction and controlled-vocabulary normalization of GEO transcriptomic sample metadata

Mateusz Szczepaniak, Jonathan Wren

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DOI: 10.21203/rs.3.rs-10844781/v1
Published: 2026-08-31
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Publisher: Springer Science and Business Media LLC
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Cite this work

BibTeX

@article{allodium:10.21203/rs.3.rs-10844781/v1,
  title = {Context-aware LLM extraction and controlled-vocabulary normalization of GEO transcriptomic sample metadata},
  author = {Mateusz Szczepaniak and Jonathan Wren},
  year = {2026},
  doi = {10.21203/rs.3.rs-10844781/v1},
  url = {https://doi.org/10.21203/rs.3.rs-10844781/v1}
}

RIS

TY  - JOUR
TI  - Context-aware LLM extraction and controlled-vocabulary normalization of GEO transcriptomic sample metadata
AU  - Mateusz Szczepaniak
AU  - Jonathan Wren
PY  - 2026
DO  - 10.21203/rs.3.rs-10844781/v1
UR  - https://doi.org/10.21203/rs.3.rs-10844781/v1
ER  -

APA

Szczepaniak, M., & Wren, J. (2026). Context-aware LLM extraction and controlled-vocabulary normalization of GEO transcriptomic sample metadata. https://doi.org/10.21203/rs.3.rs-10844781/v1

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crossref · retrieved 2026-11-10T14:40:48.413Z