BioinformaticsNature Machine IntelligencePeer-reviewed
Delineating the Effective Use of Self-Supervised Learning in Single-Cell Genomics
Till Richter, Mojtaba Bahrami, Yufan Xia…·Fabian Joachim Theis
This study benchmarks self-supervised learning techniques in single-cell genomics, finding masked autoencoders outperform contrastive methods in cell type prediction and data integration.
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