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

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

G. Yu, T. Xie, C. Xu, X.-H. Shi, C. Wu, K. Sun, R.-Q. Meng, X.-H. Meng, K.-S. Wang, H.-M. Xiao, 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.

bioRxiv · Jul 13, 2020Pathology

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

Z. Wang, X. Li, J. Yang, Y. Gong, H. Zhang, X. Qiu, Y. Liu, C. Zhou, Y. Chen, J. Greenbaum, L. Cheng, Y. Hu, J. Xie, X. Yang, Y. Li, , 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.

bioRxiv · Apr 6, 2020 · PreprintCell Biology