Jerome Friedman, Trevor Hastie, Rob Tibshirani. J Stat Softw 2010
Times Cited: 4694
Times Cited: 4694
Times Cited
Times Co-cited
Similarity
limma powers differential expression analyses for RNA-sequencing and microarray studies.
Matthew E Ritchie, Belinda Phipson, Di Wu, Yifang Hu, Charity W Law, Wei Shi, Gordon K Smyth. Nucleic Acids Res 2015
Matthew E Ritchie, Belinda Phipson, Di Wu, Yifang Hu, Charity W Law, Wei Shi, Gordon K Smyth. Nucleic Acids Res 2015
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clusterProfiler: an R package for comparing biological themes among gene clusters.
Guangchuang Yu, Li-Gen Wang, Yanyan Han, Qing-Yu He. OMICS 2012
Guangchuang Yu, Li-Gen Wang, Yanyan Han, Qing-Yu He. OMICS 2012
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Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.
Aravind Subramanian, Pablo Tamayo, Vamsi K Mootha, Sayan Mukherjee, Benjamin L Ebert, Michael A Gillette, Amanda Paulovich, Scott L Pomeroy, Todd R Golub, Eric S Lander,[...]. Proc Natl Acad Sci U S A 2005
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Robust enumeration of cell subsets from tissue expression profiles.
Aaron M Newman, Chih Long Liu, Michael R Green, Andrew J Gentles, Weiguo Feng, Yue Xu, Chuong D Hoang, Maximilian Diehn, Ash A Alizadeh. Nat Methods 2015
Aaron M Newman, Chih Long Liu, Michael R Green, Andrew J Gentles, Weiguo Feng, Yue Xu, Chuong D Hoang, Maximilian Diehn, Ash A Alizadeh. Nat Methods 2015
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Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2.
Michael I Love, Wolfgang Huber, Simon Anders. Genome Biol 2014
Michael I Love, Wolfgang Huber, Simon Anders. Genome Biol 2014
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pROC: an open-source package for R and S+ to analyze and compare ROC curves.
Xavier Robin, Natacha Turck, Alexandre Hainard, Natalia Tiberti, Frédérique Lisacek, Jean-Charles Sanchez, Markus Müller. BMC Bioinformatics 2011
Xavier Robin, Natacha Turck, Alexandre Hainard, Natalia Tiberti, Frédérique Lisacek, Jean-Charles Sanchez, Markus Müller. BMC Bioinformatics 2011
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WGCNA: an R package for weighted correlation network analysis.
Peter Langfelder, Steve Horvath. BMC Bioinformatics 2008
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Estimating and comparing time-dependent areas under receiver operating characteristic curves for censored event times with competing risks.
Paul Blanche, Jean-François Dartigues, Hélène Jacqmin-Gadda. Stat Med 2013
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Cytoscape: a software environment for integrated models of biomolecular interaction networks.
Paul Shannon, Andrew Markiel, Owen Ozier, Nitin S Baliga, Jonathan T Wang, Daniel Ramage, Nada Amin, Benno Schwikowski, Trey Ideker. Genome Res 2003
Paul Shannon, Andrew Markiel, Owen Ozier, Nitin S Baliga, Jonathan T Wang, Daniel Ramage, Nada Amin, Benno Schwikowski, Trey Ideker. Genome Res 2003
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Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries.
Freddie Bray, Jacques Ferlay, Isabelle Soerjomataram, Rebecca L Siegel, Lindsey A Torre, Ahmedin Jemal. CA Cancer J Clin 2018
Freddie Bray, Jacques Ferlay, Isabelle Soerjomataram, Rebecca L Siegel, Lindsey A Torre, Ahmedin Jemal. CA Cancer J Clin 2018
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STRING v11: protein-protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets.
Damian Szklarczyk, Annika L Gable, David Lyon, Alexander Junge, Stefan Wyder, Jaime Huerta-Cepas, Milan Simonovic, Nadezhda T Doncheva, John H Morris, Peer Bork,[...]. Nucleic Acids Res 2019
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STAR: ultrafast universal RNA-seq aligner.
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Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012.
Jacques Ferlay, Isabelle Soerjomataram, Rajesh Dikshit, Sultan Eser, Colin Mathers, Marise Rebelo, Donald Maxwell Parkin, David Forman, Freddie Bray. Int J Cancer 2015
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Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent.
Noah Simon, Jerome Friedman, Trevor Hastie, Rob Tibshirani. J Stat Softw 2011
Noah Simon, Jerome Friedman, Trevor Hastie, Rob Tibshirani. J Stat Softw 2011
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TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data.
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Salmon provides fast and bias-aware quantification of transcript expression.
Rob Patro, Geet Duggal, Michael I Love, Rafael A Irizarry, Carl Kingsford. Nat Methods 2017
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GSVA: gene set variation analysis for microarray and RNA-seq data.
Sonja Hänzelmann, Robert Castelo, Justin Guinney. BMC Bioinformatics 2013
Sonja Hänzelmann, Robert Castelo, Justin Guinney. BMC Bioinformatics 2013
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Inferring tumour purity and stromal and immune cell admixture from expression data.
Kosuke Yoshihara, Maria Shahmoradgoli, Emmanuel Martínez, Rahulsimham Vegesna, Hoon Kim, Wandaliz Torres-Garcia, Victor Treviño, Hui Shen, Peter W Laird, Douglas A Levine,[...]. Nat Commun 2013
Kosuke Yoshihara, Maria Shahmoradgoli, Emmanuel Martínez, Rahulsimham Vegesna, Hoon Kim, Wandaliz Torres-Garcia, Victor Treviño, Hui Shen, Peter W Laird, Douglas A Levine,[...]. Nat Commun 2013
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Maftools: efficient and comprehensive analysis of somatic variants in cancer.
Anand Mayakonda, De-Chen Lin, Yassen Assenov, Christoph Plass, H Phillip Koeffler. Genome Res 2018
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Tumor mutational load predicts survival after immunotherapy across multiple cancer types.
Robert M Samstein, Chung-Han Lee, Alexander N Shoushtari, Matthew D Hellmann, Ronglai Shen, Yelena Y Janjigian, David A Barron, Ahmet Zehir, Emmet J Jordan, Antonio Omuro,[...]. Nat Genet 2019
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How to build and interpret a nomogram for cancer prognosis.
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edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.
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The reactome pathway knowledgebase.
Bijay Jassal, Lisa Matthews, Guilherme Viteri, Chuqiao Gong, Pascual Lorente, Antonio Fabregat, Konstantinos Sidiropoulos, Justin Cook, Marc Gillespie, Robin Haw,[...]. Nucleic Acids Res 2020
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Molecular signatures database (MSigDB) 3.0.
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Fast and accurate short read alignment with Burrows-Wheeler transform.
Heng Li, Richard Durbin. Bioinformatics 2009
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Comprehensive Integration of Single-Cell Data.
Tim Stuart, Andrew Butler, Paul Hoffman, Christoph Hafemeister, Efthymia Papalexi, William M Mauck, Yuhan Hao, Marlon Stoeckius, Peter Smibert, Rahul Satija. Cell 2019
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Determining cell type abundance and expression from bulk tissues with digital cytometry.
Aaron M Newman, Chloé B Steen, Chih Long Liu, Andrew J Gentles, Aadel A Chaudhuri, Florian Scherer, Michael S Khodadoust, Mohammad S Esfahani, Bogdan A Luca, David Steiner,[...]. Nat Biotechnol 2019
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Selection of important variables and determination of functional form for continuous predictors in multivariable model building.
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The Immune Landscape of Cancer.
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Application of ggplot2 to Pharmacometric Graphics.
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Evaluating the yield of medical tests.
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Statistical learning and selective inference.
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Circulating microRNAs as stable blood-based markers for cancer detection.
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The DisGeNET knowledge platform for disease genomics: 2019 update.
Janet Piñero, Juan Manuel Ramírez-Anguita, Josep Saüch-Pitarch, Francesco Ronzano, Emilio Centeno, Ferran Sanz, Laura I Furlong. Nucleic Acids Res 2020
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starBase v2.0: decoding miRNA-ceRNA, miRNA-ncRNA and protein-RNA interaction networks from large-scale CLIP-Seq data.
Jun-Hao Li, Shun Liu, Hui Zhou, Liang-Hu Qu, Jian-Hua Yang. Nucleic Acids Res 2014
Jun-Hao Li, Shun Liu, Hui Zhou, Liang-Hu Qu, Jian-Hua Yang. Nucleic Acids Res 2014
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Integrated extracellular microRNA profiling for ovarian cancer screening.
Akira Yokoi, Juntaro Matsuzaki, Yusuke Yamamoto, Yutaka Yoneoka, Kenta Takahashi, Hanako Shimizu, Takashi Uehara, Mitsuya Ishikawa, Shun-Ichi Ikeda, Takumi Sonoda,[...]. Nat Commun 2018
Akira Yokoi, Juntaro Matsuzaki, Yusuke Yamamoto, Yutaka Yoneoka, Kenta Takahashi, Hanako Shimizu, Takashi Uehara, Mitsuya Ishikawa, Shun-Ichi Ikeda, Takumi Sonoda,[...]. Nat Commun 2018
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Differential analyses for RNA-seq: transcript-level estimates improve gene-level inferences.
Charlotte Soneson, Michael I Love, Mark D Robinson. F1000Res 2015
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CHESS: a new human gene catalog curated from thousands of large-scale RNA sequencing experiments reveals extensive transcriptional noise.
Mihaela Pertea, Alaina Shumate, Geo Pertea, Ales Varabyou, Florian P Breitwieser, Yu-Chi Chang, Anil K Madugundu, Akhilesh Pandey, Steven L Salzberg. Genome Biol 2018
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The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data.
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Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays.
Martin J Aryee, Andrew E Jaffe, Hector Corrada-Bravo, Christine Ladd-Acosta, Andrew P Feinberg, Kasper D Hansen, Rafael A Irizarry. Bioinformatics 2014
Martin J Aryee, Andrew E Jaffe, Hector Corrada-Bravo, Christine Ladd-Acosta, Andrew P Feinberg, Kasper D Hansen, Rafael A Irizarry. Bioinformatics 2014
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Dynamic transcriptomic m6A decoration: writers, erasers, readers and functions in RNA metabolism.
Ying Yang, Phillip J Hsu, Yu-Sheng Chen, Yun-Gui Yang. Cell Res 2018
Ying Yang, Phillip J Hsu, Yu-Sheng Chen, Yun-Gui Yang. Cell Res 2018
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Metascape provides a biologist-oriented resource for the analysis of systems-level datasets.
Yingyao Zhou, Bin Zhou, Lars Pache, Max Chang, Alireza Hadj Khodabakhshi, Olga Tanaseichuk, Christopher Benner, Sumit K Chanda. Nat Commun 2019
Yingyao Zhou, Bin Zhou, Lars Pache, Max Chang, Alireza Hadj Khodabakhshi, Olga Tanaseichuk, Christopher Benner, Sumit K Chanda. Nat Commun 2019
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Trimmomatic: a flexible trimmer for Illumina sequence data.
Anthony M Bolger, Marc Lohse, Bjoern Usadel. Bioinformatics 2014
Anthony M Bolger, Marc Lohse, Bjoern Usadel. Bioinformatics 2014
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Cicero Predicts cis-Regulatory DNA Interactions from Single-Cell Chromatin Accessibility Data.
Hannah A Pliner, Jonathan S Packer, José L McFaline-Figueroa, Darren A Cusanovich, Riza M Daza, Delasa Aghamirzaie, Sanjay Srivatsan, Xiaojie Qiu, Dana Jackson, Anna Minkina,[...]. Mol Cell 2018
Hannah A Pliner, Jonathan S Packer, José L McFaline-Figueroa, Darren A Cusanovich, Riza M Daza, Delasa Aghamirzaie, Sanjay Srivatsan, Xiaojie Qiu, Dana Jackson, Anna Minkina,[...]. Mol Cell 2018
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Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.