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Maiia Schulman on Muck Rack

Maiia Schulman

As seen in: BioRxiv
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Articles

Integration and querying of multimodal single-cell data with PoE-VAE

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By Anastasia Litinetskaya, Fabiola Curion, Artur Szalata, Maiia Schulman
| BioRxiv
Abstract Constructing joint representations from multimodal single-cell datasets is crucial for understanding cellular heterogeneity and function. Traditional methods, such as factor analysis and kNN-based approaches, face computational limitations with scalability across large datasets and multiple modalities.
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