Bioinformatics | Computational Biology | Genetics | Molecular Biology MTTLmA: A multi-task transfer learning approach for base-resolution mRNA mA site prediction based on an improved transformer. February 2, 2024
Bioinformatics | Computational Biology | Proteomics AnnoPRO: a strategy for protein function annotation based on multi-scale protein representation and a hybrid deep learning of dual-path encoding. February 2, 2024
Bioinformatics | Computational Biology | Genomics NanoCon: Contrastive learning-based deep hybrid network for nanopore methylation detection. February 2, 2024
Bioinformatics | Computational Biology Generative β-Hairpin Design Using a Residue-Based Physicochemical Property Landscape. February 1, 2024
Bioinformatics | Computational Biology | Genomics scMMT: a multi-use deep learning approach for cell annotation, protein prediction and embedding in single-cell RNA-seq data. February 1, 2024
Bioinformatics | Computational Biology | Proteomics Direct prediction of intrinsically disordered protein conformational properties from sequences. January 31, 2024
Bioinformatics | Computational Biology | Genetics Advancing Transcription Factor Binding Site Prediction Using DNA Breathing Dynamics and Sequence Transformers via Cross Attention. January 31, 2024
Bioinformatics | Computational Biology | Drug Discovery | Pharmacology Compound Activity Prediction with Dose-Dependent Transcriptomic Profiles and Deep Learning. January 31, 2024
Bioinformatics | Computational Biology | Genetics | Oncology Predicting lncRNA-disease associations using multiple metapaths in hierarchical graph attention networks. January 29, 2024
Bioinformatics | Computational Biology AutoTransOP: translating omics signatures without orthologue requirements using deep learning. January 29, 2024
Bioinformatics | Computational Biology | Drug Discovery SAGDTI: self-attention and graph neural network with multiple information representations for the prediction of drug-target interactions. January 29, 2024
Bioinformatics | Computational Biology | Molecular Biology | Oncology A computational model of circRNA-associated diseases based on a graph neural network: prediction and case studies for follow-up experimental validation. January 28, 2024