Bioinformatics | Hepatology | Proteomics Imputation of label-free quantitative mass spectrometry-based proteomics data using self-supervised deep learning. June 26, 2024
Bioinformatics | Molecular Biology | Oncology Deep learning model integrating cfDNA methylation and fragment size profiles for lung cancer diagnosis. June 26, 2024
Bioinformatics | Genomics | Machine Learning Contrastive pre-training for sequence based genomics models. June 25, 2024
Bioinformatics | Oncology | Pathology Inferring single-cell spatial gene expression with tissue morphology via explainable deep learning. June 25, 2024
Bioinformatics | Drug Discovery | Proteomics Benchmarking AlphaFold3’s protein-protein complex accuracy and machine learning prediction reliability for binding free energy changes upon mutation. June 25, 2024
Bioinformatics | Genomics | Oncology Identification of lipid metabolism-related gene signature in the bone marrow microenvironment of multiple myelomas through deep analysis of transcriptomic data. June 25, 2024
Bioinformatics | Oncology | Pharmacology Deep representation learning of chemical-induced transcriptional profile for phenotype-based drug discovery. June 25, 2024
Bioinformatics | Genetics | Molecular Biology iProL: identifying DNA promoters from sequence information based on Longformer pre-trained model. June 25, 2024
Bioinformatics | Genetics Two-stage strategy using denoising autoencoders for robust reference-free genotype imputation with missing input genotypes. June 25, 2024
Bioinformatics | Oncology | Pathology Deep-GenMut: Automated genetic mutation classification in oncology: A deep learning comparative study. June 24, 2024
Bioinformatics | Entomology | Genetics Characterization of double-stranded RNA and its silencing efficiency for insects using hybrid deep-learning framework. June 24, 2024
Bioinformatics | Computational Biology | Genomics scHolography: a computational method for single-cell spatial neighborhood reconstruction and analysis. June 24, 2024