Bioinformatics | Oncology | Pharmacology Topology-enhanced molecular graph representation for anti-breast cancer drug selection. September 19, 2022
Bioinformatics | Genomics | Pharmacology Transforming L1000 profiles to RNA-seq-like profiles with deep learning. September 13, 2022
Bioinformatics | Pharmacology GCMM: graph convolution network based on multimodal attention mechanism for drug repurposing. September 13, 2022
Bioinformatics | Computational Biology Struct2Graph: a graph attention network for structure based predictions of protein-protein interactions. September 10, 2022
Bioinformatics | Drug Discovery GeneralizedDTA: combining pre-training and multi-task learning to predict drug-target binding affinity for unknown drug discovery. September 10, 2022
Bioinformatics | Clinical Metabolomics | Decision Support Systems | Healthcare Learning a confidence score and the latent space of a new supervised autoencoder for diagnosis and prognosis in clinical metabolomic studies. September 7, 2022
Bioinformatics | Cellular Biology | Computer Science Volumetric macromolecule identification in cryo-electron tomograms using capsule networks. August 30, 2022
Bioinformatics | Computational Biology LTPConstraint: a transfer learning based end-to-end method for RNA secondary structure prediction. August 23, 2022
Pulmonology | Radiology Semi-supervised COVID-19 CT image segmentation using deep generative models. August 20, 2022
Neurology | Radiology CRANet: a comprehensive residual attention network for intracranial aneurysm image classification. August 9, 2022
Bioinformatics | Computational Biology | Genomics A deep learning framework for identifying essential proteins based on multiple biological information. August 4, 2022
Bioinformatics | Computer Science | Pharmacology Multi-scaled self-attention for drug-target interaction prediction based on multi-granularity representation. August 3, 2022