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Transfer learning efficiently maps bone marrow cell types from mouse to human using single-cell RNA sequencing
Biomedical research often involves conducting experiments on model organisms in the anticipation that the biology learnt will transfer to humans. Previous comparative studies of mouse and human tissues were limited by the use of bulk-cell material. Here we show that transfer learning—the branch of m...
Autores principales: | Stumpf, Patrick S., Du, Xin, Imanishi, Haruka, Kunisaki, Yuya, Semba, Yuichiro, Noble, Timothy, Smith, Rosanna C. G., Rose-Zerili, Matthew, West, Jonathan J., Oreffo, Richard O. C., Farrahi, Katayoun, Niranjan, Mahesan, Akashi, Koichi, Arai, Fumio, MacArthur, Ben D. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7718277/ https://www.ncbi.nlm.nih.gov/pubmed/33277618 http://dx.doi.org/10.1038/s42003-020-01463-6 |
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