Bioinformatics | Genomics Decoding functional proteome information in model organisms using protein language models. July 4, 2024
Artificial Intelligence | Bioinformatics | Protein Engineering Enhancing efficiency of protein language models with minimal wet-lab data through few-shot learning. July 2, 2024
Bioinformatics | Computational Biology SEP-AlgPro: An efficient allergen prediction tool utilizing traditional machine learning and deep learning techniques with protein language model features. June 13, 2024
Bioinformatics | Structural Biology SurfPro-NN: A 3D point cloud neural network for the scoring of protein-protein docking models based on surfaces features and protein language models. May 7, 2024
Bioinformatics | Computational Biology | Proteomics Exploiting protein language models for the precise classification of ion channels and ion transporters. April 24, 2024
Bioinformatics | Deep Learning | Protein-Protein Interactions | Structural Biology Protein language model-embedded geometric graphs power inter-protein contact prediction. April 2, 2024
Bioinformatics | Evolutionary Biology | Genomics Toward universal cell embeddings: integrating single-cell RNA-seq datasets across species with SATURN. February 17, 2024
Bioinformatics | Epidemiology | Virology PandoGen: Generating complete instances of future SARS-CoV-2 sequences using Deep Learning. January 19, 2024
Bioinformatics | Genetics CADD v1.7: using protein language models, regulatory CNNs and other nucleotide-level scores to improve genome-wide variant predictions. January 6, 2024
Bioinformatics | Metagenomics | Microbiology Protein Language Models Uncover Carbohydrate-Active Enzyme Function in Metagenomics. November 14, 2023
Bioinformatics | Computational Biology | Proteomics Protein language models can capture protein quaternary state. November 14, 2023
Bioinformatics | Molecular Biology EquiPNAS: improved protein-nucleic acid binding site prediction using protein-language-model-informed equivariant deep graph neural networks. September 25, 2023