Bioinformatics | Cell Biology | Medical Genetics Mapping single-cell developmental potential in health and disease with interpretable deep learning. April 2, 2024
Bioinformatics | Immunology | Pulmonology Combined analysis of bulk RNA and single-cell RNA sequencing to identify pyroptosis-related markers and the role of dendritic cells in chronic obstructive pulmonary disease. March 21, 2024
Bioinformatics | Computational Biology | Genomics Deep learning in spatial transcriptomics: Learning from the next next-generation sequencing. March 20, 2024
Bioinformatics | Genomics | Oncology Anchored-fusion enables targeted fusion search in bulk and single-cell RNA sequencing data. March 19, 2024
Nephrology | Oncology Metabolic heterogeneity in clear cell renal cell carcinoma revealed by single-cell RNA sequencing and spatial transcriptomics. February 27, 2024
Bioinformatics | Genomics | Oncology Distribution-Agnostic Deep Learning Enables Accurate Single-Cell Data Recovery and Transcriptional Regulation Interpretation. February 21, 2024
Bioinformatics | Computational Biology | Genomics A deep learning adversarial autoencoder with dynamic batching displays high performance in denoising and ordering scRNA-seq data. February 16, 2024
Bioinformatics | Cell Biology | Genetics Toward the Identifiability of Comparative Deep Generative Models. February 14, 2024
Bioinformatics | Computational Biology | Genomics Self-supervised deep learning of gene-gene interactions for improved gene expression recovery. February 13, 2024
Bioinformatics | Computational Biology AGImpute: Imputation of scRNA-seq data based on a hybrid GAN with dropouts identification. February 5, 2024
Bioinformatics | Genomics GMFGRN: a matrix factorization and graph neural network approach for gene regulatory network inference. January 23, 2024
Bioinformatics | Data Science | Machine Learning nPCA: a linear dimensionality reduction method using a multilayer perceptron. January 23, 2024