Bioinformatics | Computational Biology DeepACLSTM: deep asymmetric convolutional long short-term memory neural models for protein secondary structure prediction. June 25, 2019
Bioinformatics | Genomics | Molecular Biology Prediction of activity and specificity of CRISPR-Cpf1 using convolutional deep learning neural networks. June 14, 2019
Pathology CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks. June 14, 2019
Bioinformatics | Structural Biology AutoCryoPicker: an unsupervised learning approach for fully automated single particle picking in Cryo-EM images. June 14, 2019
Bioinformatics ProteinNet: a standardized data set for machine learning of protein structure. June 12, 2019
Oncology | Radiology Deep convolutional neural networks for mammography: advances, challenges and applications. June 6, 2019
Immunology | Oncology MHCSeqNet: a deep neural network model for universal MHC binding prediction. May 29, 2019
Biomedical CollaboNet: collaboration of deep neural networks for biomedical named entity recognition. May 29, 2019
Biomedical An application of convolutional neural networks with salient features for relation classification. May 29, 2019
Bioinformatics | Computational Biology | Proteomics RaptorX-Angle: real-value prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning. May 17, 2019
Bioinformatics | Computational Biology CNNH_PSS: protein 8-class secondary structure prediction by convolutional neural network with highway. May 17, 2019
Bioinformatics | Machine Learning | Oncology BCDForest: a boosting cascade deep forest model towards the classification of cancer subtypes based on gene expression data. May 17, 2019