Author

H.-M. Xiao

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cell Biology· 1 Pathology· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Assay:imaging· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

H.-W. Deng· 2 shared C. Wu· 1 shared C. Xu· 1 shared C. Zhou· 1 shared G. Yu· 1 shared H. Shen· 1 shared H. Zhang· 1 shared J. Greenbaum· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersPathology

H.-W. Deng

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2 papers

Recent·Most cited

PathologybioRxivJul 13, 2020

Accurate recognition of colorectal cancer with semi-supervised deep learning on pathological images

G. Yu, T. Xie, C. Xu…·H.-W. Deng

This paper develops a semi-supervised deep learning model for colorectal cancer recognition using pathological images, showing it outperforms supervised learning with limited labeled data and matches pathologists' performance.

DOI 10.1038/s41467-021-26643-8

humanimaging

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Cell BiologybioRxivPreprintApr 6, 2020

Single-cell RNA sequencing deconvolutes the in vivo heterogeneity of human bone marrow-derived mesenchymal stem cells

Z. Wang, X. Li, J. Yang…·H.-W. deng

This study uses scRNA-seq to identify and characterize subtypes of human BM-MSCs in vivo, revealing their heterogeneity and potential differentiation trajectories.

DOI 10.1101/2020.04.06.027904

humanscRNA-seq

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