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Xin Lin
Researcher at University of Nottingham
Publications - 2
Citations - 7
Xin Lin is an academic researcher from University of Nottingham. The author has contributed to research in topics: Artificial neural network. The author has an hindex of 2, co-authored 2 publications receiving 4 citations.
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Proceedings ArticleDOI
Artificial Neural Network System for Cell Classification using Single Cell RNA Expression
Xin Lin,Jiahui Zhong,Minjie Lyu,Sen Lin,Derin B. Keskin,Guang Lan Zhang,Vladimir Brusic,Lou Chitkushev +7 more
TL;DR: In this article, the authors implemented an automated system for single-cell classification using artificial neural networks (ANN) using gene expression sparse matrices and trained ANNs to classify cell types and subtypes.
Proceedings ArticleDOI
Classification of PBMC cell types using scRNAseq, ANN, and incremental learning
Jiahui Zhong,Razin A. Shaikh,Haoguo Wu,Xin Lin,Zhiwei Cao,Lou Chitkushev,Guang Lan Zhang,Derin B. Keskin,Vladimir Brusic +8 more
TL;DR: In this article, the authors used artificial neural networks (ANN) to assess the ability of ANN to classify main blood mononuclear cells (PBMC) cell types, and the overall prediction accuracy reached 93% in 4-class classification.