Musaddaqul Hasib on Muck Rack

Musaddaqul Hasib

As seen in: Wiley Online Library, BioRxiv
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Articles

Augment Single-cell RNA-seq data with Surface Protein Levels using Gene set-based Deep Learning and Transfer Learning Methods

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By Musaddaqul Hasib, Jianqiu Zhang, Shou-Jiang Gao, Tinghe Zhang
| BioRxiv
Abstract As scRNA-seq becomes increasingly accessible, providing a cost-efficient method to augment surface protein levels from gene expression measurements are desirable. We proposed a machine learning approach that includes a novel geneset neural network (GS-NN) that aims to learn robust and biologically meaningful features and a highly efficient transfer learning strategy to address cross-dataset differences.
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Molecular and immune signatures, and pathological trajectories of fatal COVID‐19 lungs defined by in situ spatial single‐cell transcriptome analysis

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By Arun Das Verified, Zhentao Liu, Musaddaqul Hasib, Hugh Galloway
| Wiley Online Library Verified
CONFLICT OF INTEREST STATEMENT The authors declare no conflict of interest. Supporting Information Filename Description jmv29009-sup-0001-Table_S1.xlsx43 KB Supplementary information. jmv29009-sup-0002-Table_S2.xlsx19 KB Supplementary information. jmv29009-sup-0003-Table_S3.xlsx22 KB Supplementary information. jmv29009-sup-0004-Table_S4.docx13.1 KB Supplementary information. jmv29009-sup-0005-Table_S5.xlsx15.2 KB Supplementary information.
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