A supervised ontology-aware cell annotation method forsingle-cell transcriptomic data
Nimish Magre, Ebtisam Alshehri, Fedor Grab, Yerdos A. Ordabayev, Steven A. McCarroll, Mehrtash Babadi, Stephen M. Fleming
The paper introduces SOCAM, a supervised cell annotation method that enforces ontological consistency and improves performance using a probability propagation strategy and logistic regression model.
bioRxiv · Jan 14, 2026 · PreprintBioinformatics