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Communications Biology|June 10, 2022
LSH-GAN enables in-silico generation of cells for small sample high dimensional scRNA-seq dataSnehalika Lall, Sumanta Ray, Sanghamitra BandyopadhyayIEEE/ACM Transactions on Computational Biology and Bioinformatics|November 6, 2024
Enhancing Single-Cell RNA-seq Data Completeness with a Graph Learning FrameworkSnehalika Lall, Sumanta Ray, Sanghamitra BandyopadhyayNPJ Systems Biology and Applications|June 21, 2020
CODC: a Copula-based model to identify differential coexpressionSumanta Ray, Snehalika Lall, Sanghamitra BandyopadhyayPlos Computational Biology|October 19, 2021
RgCop-A regularized copula based method for gene selection in single-cell RNA-seq dataSnehalika Lall, Sumanta Ray, Sanghamitra BandyopadhyayPlos Computational Biology|March 10, 2022
A copula based topology preserving graph convolution network for clustering of single-cell RNA-seq dataSnehalika Lall, Sumanta Ray, Sanghamitra BandyopadhyayBriefings in Bioinformatics|January 17, 2022
sc-REnF: An entropy guided robust feature selection for single-cell RNA-seq dataSnehalika Lall, Abhik Ghosh, Sumanta Ray, et al.Artificial Intelligence in Medicine|December 3, 2022
Deep variational graph autoencoders for novel host-directed therapy options against COVID-19Sumanta Ray, Snehalika Lall, Anirban Mukhopadhyay, et al.Journal of Computational Biology : a Journal of Computational Molecular Cell Biology|August 23, 2018
Structure-Aware Principal Component Analysis for Single-Cell RNA-seq DataSnehalika Lall, Debajyoti Sinha, Sanghamitra Bandyopadhyay, et al.IEEE/ACM Transactions on Computational Biology and Bioinformatics|December 15, 2015
Discovering Condition Specific Topological Pattern Changes in Coexpression Network: An Application to HIV-1 ProgressionSumanta Ray, Sanghamitra BandyopadhyayBMC Bioinformatics|March 10, 2016
A NMF based approach for integrating multiple data sources to predict HIV-1-human PPIsSumanta Ray, Sanghamitra BandyopadhyayPageof 18