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Author Details

Jie Tan
College of Engineering and Center for Quantitative Biology, Peking University
2014
12
9
PMIDPaper TitleJournal TitlePublished Year
34383025HoPhage: an ab initio tool for identifying hosts of phage fragments from metaviromes.Bioinformatics2022
36116627Heterogeneous catalysis mediated by light, electricity and enzyme via machine learning: Paradigms, applications and prospects.Chemosphere2022
34498685DeePhage: distinguishing virulent and temperate phage-derived sequences in metavirome data with a deep learning approach.Gigascience2021
32091572PlasGUN: gene prediction in plasmid metagenomic short reads using deep learning.Bioinformatics2020
31220250PPR-Meta: a tool for identifying phages and plasmids from metagenomic fragments using deep learning.Gigascience2019
29988723PathCORE-T: identifying and visualizing globally co-occurring pathways in large transcriptomic compendia.BioData Min2018
28711280Unsupervised Extraction of Stable Expression Signatures from Public Compendia with an Ensemble of Neural Networks.Cell Syst2017
29166858ADAGE signature analysis: differential expression analysis with data-defined gene sets.BMC Bioinformatics2017
26844019Cross-platform normalization of microarray and RNA-seq data for machine learning applications.PeerJ2016
27822512ADAGE-Based Integration of Publicly Available <i>Pseudomonas aeruginosa</i> Gene Expression Data with Denoising Autoencoders Illuminates Microbe-Host Interactions.mSystems2016
25592575Unsupervised feature construction and knowledge extraction from genome-wide assays of breast cancer with denoising autoencoders.Pac Symp Biocomput2015
24799088Big data bioinformatics.J Cell Physiol2014
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