Bioinformatics | Computational Biology SOFB is a comprehensive ensemble deep learning approach for elucidating and characterizing protein-nucleic-acid-binding residues. June 3, 2024
Bioinformatics | Genomics | Oncology Distribution-Agnostic Deep Learning Enables Accurate Single-Cell Data Recovery and Transcriptional Regulation Interpretation. February 21, 2024
Radiology Dense Contrastive-based Federated Learning for Dense Prediction Tasks on Medical Images. January 24, 2024
Bioinformatics | Functional Genomics | Genetics Dynamic characterization and interpretation for protein-RNA interactions across diverse cellular conditions using HDRNet. October 26, 2023
Bioinformatics | Genomics | Oncology Topological identification and interpretation for single-cell gene regulation elucidation across multiple platforms using scMGCA. January 25, 2023
Bioinformatics | Proteomics Learning the protein language of proteome-wide protein-protein binding sites via explainable ensemble deep learning. January 18, 2023
Bioinformatics | Computational Biology | Genetics Genome-wide identification and characterization of DNA enhancers with a stacked multivariate fusion framework. December 15, 2022
Bioinformatics | Computational Biology | Oncology Colorectal cancer subtype identification from differential gene expression levels using minimalist deep learning. April 24, 2022
Bioinformatics | Computational Biology | Molecular Biology iDeepSubMito: identification of protein submitochondrial localization with deep learning. August 2, 2021
Computational Biology | Genetics Identification of haploinsufficient genes from epigenomic data using deep forest. January 17, 2021
Other iCircRBP-DHN: identification of circRNA-RBP interaction sites using deep hierarchical network. October 30, 2020
Other An Improved Topology Prediction of Alpha-Helical Transmembrane Protein Based on Deep Multi-Scale Convolutional Neural Network. August 5, 2020