Author

F. Knoll

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Bioengineering· 1

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:mouse· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

C. H. Lee· 1 shared J. Zhang· 1 shared L. Ying· 1 shared P. Walczak· 1 shared S.-H. Shi· 1 shared T. M. Arefin· 1 shared Y. Ge· 1 shared Z. Dong· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperBioengineering

C. H. Lee

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1 paper

Recent·Most cited

Virtual Mouse Brain Histology from Multi-contrast MRI via Deep Learning

Z. Liang, C. H. Lee, T. M. Arefin, Z. Dong, P. Walczak, S.-H. Shi, F. Knoll, Y. Ge, L. Ying, J. Zhang

This paper uses deep learning to estimate histological staining intensity from MRI signals, creating virtual histology maps of mouse brains with enhanced sensitivity and specificity.

bioRxiv · May 1, 2020Bioengineering