Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction.
- DOI
- 10.1186/s12864-026-12965-8
- Published
- 2026 Jul 22
- Container
- BMC genomics
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1186/s12864-026-12965-8,
title = {Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction.},
author = {Kendiukhov I},
year = {2026},
journal = {BMC genomics},
doi = {10.1186/s12864-026-12965-8},
url = {https://doi.org/10.1186/s12864-026-12965-8}
}RIS
TY - JOUR TI - Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction. AU - Kendiukhov I PY - 2026 JO - BMC genomics DO - 10.1186/s12864-026-12965-8 UR - https://doi.org/10.1186/s12864-026-12965-8 ER -
APA
I, K. (2026). Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction.. BMC genomics. https://doi.org/10.1186/s12864-026-12965-8
Source records
- pubmed · retrieved 2026-09-26T12:10:17.459Z