Bioinformatics | Computational Biology | Oncology Imputing abundance of over 2500 surface proteins from single-cell transcriptomes with context-agnostic zero-shot deep ensembles. August 12, 2024
Bioinformatics | Computational Biology | Genomics InClust+: the deep generative framework with mask modules for multimodal data integration, imputation, and cross-modal generation. January 24, 2024
Bioinformatics | Hematology | Stem Cell Biology Identification of cell-type-specific genes in multimodal single-cell data using deep neural network algorithm. September 22, 2023
Immunology | Infectious Diseases Single-cell multi-omics topic embedding reveals cell-type-specific and COVID-19 severity-related immune signatures. September 6, 2023
Genomics | Oncology Unsupervised neural network for single cell Multi-omics INTegration (UMINT): an application to health and disease. June 9, 2023
Biomedical Research | Immunology | Infectious Diseases A multi-use deep learning method for CITE-seq and single-cell RNA-seq data integration with cell surface protein prediction and imputation. March 6, 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 | Genomics Clustering CITE-seq data with a canonical correlation-based deep learning method. September 8, 2022