Author

Xin Huang

Huazhong Agricultural UniversityORCID 0000-0002-4252-6110Unclaimed ORCID profile · follow to get notified of new preprints

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Xin Huang4 papers · Yale University

Biology Disciplines

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Molecular Biology· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Alireza Khatamian· 1 shared Bingrong XuiD· 1 shared Chad BurdyshawiD· 1 shared Changzhi Zhao· 1 shared Chenxi Qian· 1 shared Dagang Tao· 1 shared Hao ShiiD· 1 shared Hongbo ChiiD· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperSystems Biology

Alireza Khatamian

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2 papers

Recent·Most cited

Systems BiologybioRxivPreprintJan 26, 2023

scMINER: a mutual information-based framework for identifying hidden drivers from single-cell omics data

Liang Ding, Hao Shi, Chenxi Qian…·Jiyang Yu

scMINER identifies hidden drivers and network rewiring in single-cell RNA-seq data using mutual information, outperforming existing methods in clustering and network inference.

5 citations

scRNA-seqstatistical model

𝕏 PostBluesky

Molecular BiologyACS Synthetic BiologyPeer-reviewedDec 23, 2021

Rapid visual CRISPR assay: a naked-eye colorimetric detection method for nucleic acids based on CRISPR/Cas12a and convolutional neural network

Shengsong Xie, Dagang Tao, Yuhua Fu…·Shuhong Zhao

This paper develops a CRISPR/Cas12a-based colorimetric assay with a convolutional neural network for rapid, naked-eye detection of viral nucleic acids in point-of-care testing.

74 citations

deep learningbenchmarking

𝕏 PostBluesky