Prediction of mRNA subcellular localization using deep recurrent neural networks
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Mathieu Blanchette | Eric Lécuyer | Zichao Yan | M. Blanchette | E. Lécuyer | Zichao Yan | Eric Lécuyer
[1] Brendan J. Frey,et al. Deep learning of the tissue-regulated splicing code , 2014, Bioinform..
[2] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[3] Hong-Bin Shen,et al. RNA-protein binding motifs mining with a new hybrid deep learning based cross-domain knowledge integration approach , 2016, BMC Bioinformatics.
[4] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[5] Peter F. Stadler,et al. Local RNA base pairing probabilities in large sequences , 2006, Bioinform..
[6] I. Hofacker,et al. Predicting RNA 3D structure using a coarse-grain helix-centered model , 2015, RNA.
[7] O. Troyanskaya,et al. Predicting effects of noncoding variants with deep learning–based sequence model , 2015, Nature Methods.
[8] Eric Lécuyer,et al. The functions and regulatory principles of mRNA intracellular trafficking. , 2014, Advances in experimental medicine and biology.
[9] Mathieu Blanchette,et al. CeFra-seq reveals broad asymmetric mRNA and noncoding RNA distribution profiles in Drosophila and human cells , 2018, RNA.
[10] Marinka Zitnik,et al. Orthogonal matrix factorization enables integrative analysis of multiple RNA binding proteins , 2016, Bioinform..
[11] Wei Shi,et al. Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification , 2016, ACL.
[12] Brendan J. Frey,et al. A compendium of RNA-binding motifs for decoding gene regulation , 2013, Nature.
[13] David Haussler,et al. The UCSC Genome Browser database: 2019 update , 2018, Nucleic Acids Res..
[14] Xavier Robin,et al. pROC: an open-source package for R and S+ to analyze and compare ROC curves , 2011, BMC Bioinformatics.
[15] Peter F. Stadler,et al. ViennaRNA Package 2.0 , 2011, Algorithms for Molecular Biology.
[16] G. Crooks,et al. WebLogo: a sequence logo generator. , 2004, Genome research.
[17] Daniel Quang,et al. DanQ: a hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences , 2015 .
[18] Eric Lécuyer,et al. RNA localization: Making its way to the center stage. , 2017, Biochimica et biophysica acta. General subjects.
[19] R. Jansen,et al. Take the (RN)A-train: localization of mRNA to the endoplasmic reticulum. , 2013, Biochimica et biophysica acta.
[20] S. Gerstberger,et al. A census of human RNA-binding proteins , 2014, Nature Reviews Genetics.
[21] B. Frey,et al. Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning , 2015, Nature Biotechnology.
[22] Kuldip K. Paliwal,et al. Bidirectional recurrent neural networks , 1997, IEEE Trans. Signal Process..
[23] Mikael Bodén,et al. MEME Suite: tools for motif discovery and searching , 2009, Nucleic Acids Res..
[24] Yuexin Wu,et al. A deep boosting based approach for capturing the sequence binding preferences of RNA-binding proteins from high-throughput CLIP-seq data , 2016, bioRxiv.
[25] Igor Ulitsky,et al. Predictive models of subcellular localization of long RNAs , 2019, RNA.
[26] Lili Wan,et al. RNA and Disease , 2009, Cell.
[27] K. Pollard,et al. Detection of nonneutral substitution rates on mammalian phylogenies. , 2010, Genome research.
[28] Yoshua Bengio,et al. Neural Machine Translation by Jointly Learning to Align and Translate , 2014, ICLR.
[29] Yu Liu,et al. MotifMap‐RNA: a genome‐wide map of RBP binding sites , 2017, Bioinform..
[30] Liangjiang Wang,et al. Prediction of LncRNA Subcellular Localization with Deep Learning from Sequence Features , 2018, Scientific Reports.
[31] Christopher B. Burge,et al. Sequence, Structure and Context Preferences of Human RNA Binding Proteins , 2017, bioRxiv.
[32] Kaitlin U Laverty,et al. RNAcompete-S: Combined RNA sequence/structure preferences for RNA binding proteins derived from a single-step in vitro selection. , 2017, Methods.
[33] Dumitru Erhan,et al. Training Deep Neural Networks on Noisy Labels with Bootstrapping , 2014, ICLR.
[34] Eric Lécuyer,et al. CeFra-seq: Systematic mapping of RNA subcellular distribution properties through cell fractionation coupled to deep-sequencing. , 2017, Methods.
[35] Alessio Colantoni,et al. Revealing protein–lncRNA interaction , 2015, Briefings Bioinform..
[36] P. Tomançak,et al. Global Analysis of mRNA Localization Reveals a Prominent Role in Organizing Cellular Architecture and Function , 2007, Cell.
[37] Lawrence D. Jackel,et al. Backpropagation Applied to Handwritten Zip Code Recognition , 1989, Neural Computation.
[38] Morteza Mohammad Noori,et al. Enhanced Regulatory Sequence Prediction Using Gapped k-mer Features , 2014, PLoS Comput. Biol..
[39] John L. Rinn,et al. Live-cell mapping of organelle-associated RNAs via proximity biotinylation combined with protein-RNA crosslinking , 2017, bioRxiv.
[40] C. Bramham,et al. Dendritic mRNA: transport, translation and function , 2007, Nature Reviews Neuroscience.