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scSpecies: enhancement of network architecture alignment in comparative single-cell studies

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Animals can provide meaningful context for human single-cell data. To transfer information between species, we propose a deep learning approach that pre-trains a conditional variational autoencoder on animal data and transfers its final encoder layers to a hum... ...