Computational Biology | Genomics Variational inference of single cell time series. September 11, 2024
Bioinformatics | Computational Biology | Genomics CrossMP: Enabling Cross-Modality Translation between Single-Cell RNA-Seq and Single-Cell ATAC-Seq through Web-Based Portal. July 27, 2024
Bioinformatics | Cell Biology | Genomics Discrete latent embedding of single-cell chromatin accessibility sequencing data for uncovering cell heterogeneity. May 10, 2024
Bioinformatics | Computational Biology moSCminer: a cell subtype classification framework based on the attention neural network integrating the single-cell multi-omics dataset on the cloud. March 1, 2024
Genetics | Neurology | Psychiatry scMeFormer: a transformer-based deep learning model for imputing DNA methylation states in single cells enhances the detection of epigenetic alterations in schizophrenia. February 8, 2024
Biomedical Informatics | Computational Biology | Systems Biology Multimodal deep learning approaches for single-cell multi-omics data integration. August 31, 2023
Genomics | Oncology Unsupervised neural network for single cell Multi-omics INTegration (UMINT): an application to health and disease. June 9, 2023
Bioinformatics | Genomics scJVAE: A novel method for integrative analysis of multimodal single-cell data. April 8, 2023
Bioinformatics | Immunology | Infectious Diseases Single-cell multi-omic topic embedding reveals cell-type-specific and COVID-19 severity-related immune signatures. February 13, 2023
Bioinformatics | Computational Biology | Genomics Single-cell multi-omics integration for unpaired data by a siamese network with graph-based contrastive loss. January 4, 2023
Other Clustering of single-cell multi-omics data with a multimodal deep learning method. December 15, 2022
Other Robust probabilistic modeling for single-cell multimodal mosaic integration and imputation via scVAEIT. December 2, 2022