Neurology | Sleep Medicine SleepBoost: a multi-level tree-based ensemble model for automatic sleep stage classification. May 3, 2024
Bioinformatics | Machine Learning | Precision Medicine Advances in AI and machine learning for predictive medicine. February 29, 2024
Bioinformatics | Drug Discovery | Genomics PepCNN deep learning tool for predicting peptide binding residues in proteins using sequence, structural, and language model features. November 28, 2023
Bioinformatics | Computational Biology | Genomics scDeepInsight: a supervised cell-type identification method for scRNA-seq data with deep learning. July 31, 2023
Artificial Intelligence | Bioinformatics | Oncology DeepInsight-3D architecture for anti-cancer drug response prediction with deep-learning on multi-omics. February 11, 2023
Bioinformatics | Molecular Biology | Neuroscience A convolutional neural network based tool for predicting protein AMPylation sites from binary profile representation. September 14, 2022
Bioinformatics | Biomedical Informatics | Biostatistics DeepFeature: feature selection in nonimage data using convolutional neural network. August 9, 2021
Bioinformatics | Molecular Biology Predicting protein-peptide binding sites with a Deep Convolutional Neural Network. April 16, 2020
Bioinformatics | Biology | Computer Science Protein secondary structure prediction using neural networks and deep learning: A review. August 23, 2019
Bioinformatics | Proteomics | Structural Biology Improving prediction of secondary structure, local backbone angles, and solvent accessible surface area of proteins by iterative deep learning. November 13, 2018
Bioinformatics | Computational Biology SPIDER2: A Package to Predict Secondary Structure, Accessible Surface Area, and Main-Chain Torsional Angles by Deep Neural Networks. April 16, 2018
Bioinformatics | Structural Biology Predicting backbone Cα angles and dihedrals from protein sequences by stacked sparse auto-encoder deep neural network. September 23, 2014