Bioinformatics | Genomics | Oncology Machine learning on multiple epigenetic features reveals H3K27Ac as a driver of gene expression prediction across patients with glioblastoma. July 9, 2024
Bioinformatics | Genomics MMGAT: a graph attention network framework for ATAC-seq motifs finding. April 20, 2024
Bioinformatics | Computational Biology | Genomics GNNMF: a multi-view graph neural network for ATAC-seq motif finding. March 22, 2024
Bioinformatics | Genomics | Hepatology Single-cell spatial multi-omics and deep learning dissect enhancer-driven gene regulatory networks in liver zonation. January 5, 2024
Bioinformatics | Computational Biology | Genomics Interpretable single-cell transcription factor prediction based on deep learning with attention mechanism. August 20, 2023
Bioinformatics | Computational Biology | Genomics Continuous lifelong learning for modeling of gene regulation from single cell multiome data by leveraging atlas-scale external data. August 14, 2023
Bioinformatics | Genetics Multi-batch single-cell comparative atlas construction by deep learning disentanglement. July 11, 2023
Genomics | Oncology Unsupervised neural network for single cell Multi-omics INTegration (UMINT): an application to health and disease. June 9, 2023
Bioinformatics | Genomics Efficient Generation of Paired Single-Cell Multiomics Profiles by Deep Learning. April 28, 2023
Developmental Biology | Genetics | Neurology Deciphering transcription factors and their corresponding regulatory elements during inhibitory interneuron differentiation using deep neural networks. March 9, 2023