Bioinformatics | Computational Biology | Genomics Anomaly detection in genomic catalogues using unsupervised multi-view autoencoders. September 26, 2021
Bioinformatics | Oncology | Precision Medicine Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data. September 23, 2021
Oncology | Pathology Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion. September 23, 2021
Bioinformatics | Oncology | Pharmacology SWnet: a deep learning model for drug response prediction from cancer genomic signatures and compound chemical structures. September 11, 2021
Biomedical Research Mining microbe-disease interactions from literature via a transfer learning model. September 11, 2021
Neurology | Radiology MRI-based brain tumor segmentation using FPGA-accelerated neural network. September 8, 2021
Bioinformatics | Genetics PRPI-SC: an ensemble deep learning model for predicting plant lncRNA-protein interactions. August 25, 2021
Bioinformatics | Machine Learning | Pharmacology AttentionDDI: Siamese attention-based deep learning method for drug-drug interaction predictions. August 22, 2021
Bioinformatics | Genomics HELLO: improved neural network architectures and methodologies for small variant calling. August 15, 2021
Bioinformatics | Computational Biology CoSTA: unsupervised convolutional neural network learning for spatial transcriptomics analysis. August 10, 2021
Biological Research | Biomedical Research Single-cell classification using graph convolutional networks. July 9, 2021
Bioinformatics | Computational Biology | Virology A multi-task CNN learning model for taxonomic assignment of human viruses. June 3, 2021