Author

Minjie Lyu

University of Nottingham Ningbo ChinaORCID 0000-0002-0084-847XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Organism:human· 2 Approach:machine learning (classical)· 2 Assay:scRNA-seq· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:statistical model· 1

Frequent Co-Authors

Derin B. KeskiniD· 2 shared Huan JiniD· 2 shared Vladimir BrusićiD· 2 shared Zhiwei CaoiD· 2 shared Anthony Graham BellottiiD· 1 shared Guanglan ZhangiD· 1 shared Jiahui ZhongiD· 1 shared Lou T. ChitkusheviD· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 30 mutual co-author links

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2 shared papersBioinformatics

Derin B. KeskinORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintAug 8, 2021

Prediction of therapy outcomes of CLL using gene expression intensity, clustering, and ANN classification of single cell transcriptomes

Minjie Lyu, Huan Jin, Anthony Graham Bellotti…·Vladimir Brusić

The paper uses gene expression, clustering, and ANN classification of single-cell transcriptomes to predict therapy outcomes in CLL patients.

DOI 10.1101/2021.08.08.455551

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJul 29, 2021

Artificial Neural Networks for classification of single cell gene expression

Jiahui Zhong, Minjie Lyu, Huan Jin…·Vladimir Brusić

This paper develops a supervised ANN model to classify PBMC subtypes across multiple studies, achieving 94% 5-class accuracy with high consistency across protocols.

2 citations

𝕏 PostBluesky