Bioinformatics | Computational Biology | Genomics A Fusion Learning Model Based on Deep Learning for Single-Cell RNA Sequencing Data Clustering. May 17, 2024
Bioinformatics | Computer Science | Pharmacology SSLDTI: A novel method for drug-target interaction prediction based on self-supervised learning. March 10, 2024
Bioinformatics | Computational Biology | Genomics GAM-MDR: probing miRNA-drug resistance using a graph autoencoder based on random path masking. February 23, 2024
Biomedical Research | Drug Development Joint masking and self-supervised strategies for inferring small molecule-miRNA associations. January 23, 2024
Data Science | Transportation Engineering Graph autoencoder with mirror temporal convolutional networks for traffic anomaly detection. January 13, 2024
Bioinformatics | Genomics | Oncology Attention-based deep clustering method for scRNA-seq cell type identification. November 10, 2023
Data Analysis Redundancy-Free Self-Supervised Relational Learning for Graph Clustering. September 27, 2023
Bioinformatics | Cell Biology | Genomics Inferring gene regulatory network from single-cell transcriptomes with graph autoencoder model. September 13, 2023
Bioinformatics | Genetics scGAMNN: Graph Antoencoder-Based Single-Cell RNA Sequencing Data Integration Algorithm Using Mutual Nearest Neighbors. September 1, 2023
Bioinformatics | Computational Biology | Genetics CDA-SKAG: Predicting circRNA-disease associations using similarity kernel fusion and an attention-enhancing graph autoencoder. May 10, 2023
Bioinformatics | Pharmacology Predicting Drug Synergy and Discovering New Drug Combinations Based on a Graph Autoencoder and Convolutional Neural Network. March 21, 2023
Bioinformatics | Genetics | Phenotype Associations Integration of Human Protein Sequence and Protein-Protein Interaction Data by Graph Autoencoder to Identify Novel Protein-Abnormal Phenotype Associations. August 26, 2022