Lorin Crawford

25PUBLICATIONS
61CO-AUTHORS
Epidemiological modellingDeep learningBioinformatic methods developmentSemi- and unsupervised learningGene expression (incl. microarray and other genome-wide approaches)
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Publications (25)

|Jan 30, 2026
Improving atlas-scale single-cell annotation models with hierarchical cross-entropy loss.

Sebastiano Cultrera di Montesano, Davide D'Ascenzo, Srivatsan Raghavan

|Nov 24, 2025
Adaptive resampling for improved machine learning in imbalanced single-cell datasets.

Zeinab Navidi, Akshaya Thoutam, Madeline Hughes

|Nov 24, 2025
Evaluating the role of pre-training dataset size and diversity on single-cell foundation model performance.

Alan DenAdel, Madeline Hughes, Akshaya Thoutam

|Nov 19, 2025
ML-MAGES enables multivariate genetic association analyses with genes and effect size shrinkage.

Xiran Liu, Lorin Crawford, Sohini Ramachandran

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