scDisInFact: disentangled learning for integration and prediction of multi-batch multi-condition single-cell RNA-sequencing data
Ziqi Zhang, Xinye Zhao, Mehak Bindra, Peng Qiu, Xiuwei Zhang
scDisInFact disentangles batch and condition effects in scRNA-seq data, improving batch correction, gene detection, and perturbation prediction across multiple batches and conditions.
Nature Communications · Jan 30, 2024Peer-reviewedBioinformatics