STAR: ultrafast universal RNA-seq aligner

Alexander Dobin, Carrie Davis, Felix Schlesinger, +6

Bioinformatics

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton

Journal of Machine Learning Research

EngineeringData VisualizationData ExplorationVisualization (Data Visualization)Linear Embedding +14

The Cancer Genome Atlas Pan-Cancer analysis project

John N. Weinstein, Gordon B. Mills, Kenna Shaw, +5

Nature Genetics

The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity

Jordi Barretina, Giordano Caponigro, Nicolas Stransky, +57

Nature

Tumor BiologyPredictive ModellingDrug TargetOncologyEngineering +10

The Pfam protein families database: towards a more sustainable future

ROBERT FINN, Penelope Coggill, Ruth Y. Eberhardt, +10

Nucleic Acids Research

Structural BioinformaticsGeneticsMolecular BiologySustainable FuturePfam Database +20

Global analysis of protein localization in budding yeast

Won‐Ki Huh, James V. Falvo, Luke C. Gerke, +4

Nature

Protein FunctionNatural SciencesYeastProtein LocalizationCellular Biochemistry +2

Deep surveying of alternative splicing complexity in the human transcriptome by high-throughput sequencing

Qun Pan, Ofer Shai, Leo J. Lee, +2

Nature Genetics

Long-read SequencingFunctional GenomicsDeep SurveyingGeneticsHigh-throughput Sequencing +13

GOrilla: a tool for discovery and visualization of enriched GO terms in ranked gene lists

Eran Eden, Roy Navon, Israel Steinfeld, +2

BMC Bioinformatics

A subcellular map of the human proteome

Peter Thul, Lovisa Åkesson, Mikaela Wiking, +40

Science

mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models

Luca Scrucca, Michael Fop, Thomas Brendan Murphy, +1

The R Journal

EngineeringMachine LearningUnsupervised Machine LearningData ScienceData Mining +15