Bioinformatics | Hepatology | Proteomics Imputation of label-free quantitative mass spectrometry-based proteomics data using self-supervised deep learning. June 26, 2024
Bioinformatics | Genetics Deep Learning-Based HLA Allele Imputation Applicable to GWAS. June 22, 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 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 | Computational Biology | Genomics InClust+: the deep generative framework with mask modules for multimodal data integration, imputation, and cross-modal generation. January 24, 2024
Oncology | Pharmacogenomics | Precision Medicine Large-Scale Information Retrieval and Correction of Noisy Pharmacogenomic Datasets through Residual Thresholded Deep Matrix Factorization. December 18, 2023
Oncology | Pathology Imputing Single-Cell Protein Abundance in Multiplex Tissue Imaging. December 18, 2023
Artificial Intelligence | Hydrology | Meteorology | Statistics Imputation of missing daily rainfall data; A comparison between artificial intelligence and statistical techniques. November 29, 2023
Neurology | Psychiatry Imputing Brain Measurements Across Data Sets via Graph Neural Networks. November 10, 2023
Bioinformatics | Genetics | Neurology DeepGAMI: deep biologically guided auxiliary learning for multimodal integration and imputation to improve genotype-phenotype prediction. October 31, 2023
Bioinformatics | Computational Biology | Machine Learning scMultiGAN: cell-specific imputation for single-cell transcriptomes with multiple deep generative adversarial networks. October 30, 2023