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October 2, 2025Open Access

Nephrobase Cell+: Multimodal Single-Cell Foundation Model for Decoding Kidney Biology

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Nephrobase Cell+ demonstrates superior kidney biology representation in single-cell analysis, indicating its effectiveness over general models.

Nephrobase Cell+ achieves unmatched accuracy in kidney single-cell analysis, enabling deeper biology insights and applications.
The model produced biologically coherent embeddings while surpassing previous benchmarks, including PCA and autoencoders.
With pretrained data from 39.5 million profiles, the model effectively removes batch effects and preserves cell-type structures.
Cross-species evaluation shows over 90% accuracy in zero-shot annotation for kidney lineages, enhancing research possibilities.

Li et al. (2025) studied this question.

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October 2, 2025Open Access

View Full Paper

Ask AI

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Authors

Nephrobase Cell+ demonstrates superior kidney biology representation in single-cell analysis, indicating its effectiveness over general models.

Nephrobase Cell+ achieves unmatched accuracy in kidney single-cell analysis, enabling deeper biology insights and applications.
The model produced biologically coherent embeddings while surpassing previous benchmarks, including PCA and autoencoders.
With pretrained data from 39.5 million profiles, the model effectively removes batch effects and preserves cell-type structures.
Cross-species evaluation shows over 90% accuracy in zero-shot annotation for kidney lineages, enhancing research possibilities.

Li et al. (2025) studied this question.

View Full Paper

Ask AI

Bookmark