Cell-specific imputation of drug connectivity mapping with incomplete data
Diana Sapashnik, Rebecca Newman, Christopher Michael Pietras, Di Zhou, Kapil Devkota, Fangfang Qu, Lior Kofman, Sean Boudreau, Inbar Fried, Donna K. Slonim
The paper evaluates methods for imputing drug connectivity mapping with incomplete data, finding that neighborhood-based collaborative filtering performs best when cell type is considered.
PLoS ONE · Feb 16, 2023Peer-reviewedBioinformatics