FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2954504102> ?p ?o ?g. }

• W2954504102 endingPage "i12" @default.
• W2954504102 startingPage "i4" @default.
• W2954504102 abstract "Abstract Motivation Single-cell RNA sequencing allows us to simultaneously profile the transcriptomes of thousands of cells and to indulge in exploring cell diversity, development and discovery of new molecular mechanisms. Analysis of scRNA data involves a combination of non-trivial steps from statistics, data visualization, bioinformatics and machine learning. Training molecular biologists in single-cell data analysis and empowering them to review and analyze their data can be challenging, both because of the complexity of the methods and the steep learning curve. Results We propose a workshop-style training in single-cell data analytics that relies on an explorative data analysis toolbox and a hands-on teaching style. The training relies on scOrange, a newly developed extension of a data mining framework that features workflow design through visual programming and interactive visualizations. Workshops with scOrange can proceed much faster than similar training methods that rely on computer programming and analysis through scripting in R or Python, allowing the trainer to cover more ground in the same time-frame. We here review the design principles of the scOrange toolbox that support such workshops and propose a syllabus for the course. We also provide examples of data analysis workflows that instructors can use during the training. Availability and implementation scOrange is an open-source software. The software, documentation and an emerging set of educational videos are available at http://singlecell.biolab.si." @default.
• W2954504102 created "2019-07-12" @default.
• W2954504102 creator A5013606443 @default.
• W2954504102 creator A5024075429 @default.
• W2954504102 creator A5033376376 @default.
• W2954504102 creator A5035860722 @default.
• W2954504102 creator A5041220000 @default.
• W2954504102 creator A5049866282 @default.
• W2954504102 creator A5054118774 @default.
• W2954504102 creator A5054448749 @default.
• W2954504102 creator A5055034051 @default.
• W2954504102 creator A5056539596 @default.
• W2954504102 creator A5066265122 @default.
• W2954504102 creator A5069615450 @default.
• W2954504102 creator A5073792028 @default.
• W2954504102 date "2019-07-01" @default.
• W2954504102 modified "2023-10-09" @default.
• W2954504102 title "scOrange—a tool for hands-on training of concepts from single-cell data analytics" @default.
• W2954504102 cites W2010653277 @default.
• W2954504102 cites W2013434113 @default.
• W2954504102 cites W2022406334 @default.
• W2954504102 cites W2045317504 @default.
• W2954504102 cites W2069089843 @default.
• W2954504102 cites W2102212449 @default.
• W2954504102 cites W2102794349 @default.
• W2954504102 cites W2103017472 @default.
• W2954504102 cites W2131681506 @default.
• W2954504102 cites W2143476736 @default.
• W2954504102 cites W2163805179 @default.
• W2954504102 cites W2302501749 @default.
• W2954504102 cites W2465917013 @default.
• W2954504102 cites W2583408446 @default.
• W2954504102 cites W2620827867 @default.
• W2954504102 cites W2794480084 @default.
• W2954504102 cites W2800392236 @default.
• W2954504102 cites W2951506174 @default.
• W2954504102 cites W4251386234 @default.
• W2954504102 doi "https://doi.org/10.1093/bioinformatics/btz348" @default.
• W2954504102 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6612816" @default.
• W2954504102 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31510695" @default.
• W2954504102 hasPublicationYear "2019" @default.
• W2954504102 type Work @default.
• W2954504102 sameAs 2954504102 @default.
• W2954504102 citedByCount "6" @default.
• W2954504102 countsByYear W29545041022019 @default.
• W2954504102 countsByYear W29545041022020 @default.
• W2954504102 countsByYear W29545041022021 @default.
• W2954504102 countsByYear W29545041022022 @default.
• W2954504102 crossrefType "journal-article" @default.
• W2954504102 hasAuthorship W2954504102A5013606443 @default.
• W2954504102 hasAuthorship W2954504102A5024075429 @default.
• W2954504102 hasAuthorship W2954504102A5033376376 @default.
• W2954504102 hasAuthorship W2954504102A5035860722 @default.
• W2954504102 hasAuthorship W2954504102A5041220000 @default.
• W2954504102 hasAuthorship W2954504102A5049866282 @default.
• W2954504102 hasAuthorship W2954504102A5054118774 @default.
• W2954504102 hasAuthorship W2954504102A5054448749 @default.
• W2954504102 hasAuthorship W2954504102A5055034051 @default.
• W2954504102 hasAuthorship W2954504102A5056539596 @default.
• W2954504102 hasAuthorship W2954504102A5066265122 @default.
• W2954504102 hasAuthorship W2954504102A5069615450 @default.
• W2954504102 hasAuthorship W2954504102A5073792028 @default.
• W2954504102 hasBestOaLocation W29545041021 @default.
• W2954504102 hasConcept C136764020 @default.
• W2954504102 hasConcept C154945302 @default.
• W2954504102 hasConcept C177212765 @default.
• W2954504102 hasConcept C199360897 @default.
• W2954504102 hasConcept C2522767166 @default.
• W2954504102 hasConcept C2777655017 @default.
• W2954504102 hasConcept C2777904410 @default.
• W2954504102 hasConcept C36464697 @default.
• W2954504102 hasConcept C41008148 @default.
• W2954504102 hasConcept C519991488 @default.
• W2954504102 hasConcept C56666940 @default.
• W2954504102 hasConcept C61423126 @default.
• W2954504102 hasConcept C77088390 @default.
• W2954504102 hasConcept C79158427 @default.
• W2954504102 hasConceptScore W2954504102C136764020 @default.
• W2954504102 hasConceptScore W2954504102C154945302 @default.
• W2954504102 hasConceptScore W2954504102C177212765 @default.
• W2954504102 hasConceptScore W2954504102C199360897 @default.
• W2954504102 hasConceptScore W2954504102C2522767166 @default.
• W2954504102 hasConceptScore W2954504102C2777655017 @default.
• W2954504102 hasConceptScore W2954504102C2777904410 @default.
• W2954504102 hasConceptScore W2954504102C36464697 @default.
• W2954504102 hasConceptScore W2954504102C41008148 @default.
• W2954504102 hasConceptScore W2954504102C519991488 @default.
• W2954504102 hasConceptScore W2954504102C56666940 @default.
• W2954504102 hasConceptScore W2954504102C61423126 @default.
• W2954504102 hasConceptScore W2954504102C77088390 @default.
• W2954504102 hasConceptScore W2954504102C79158427 @default.
• W2954504102 hasFunder F4320322554 @default.
• W2954504102 hasIssue "14" @default.
• W2954504102 hasLocation W29545041021 @default.
• W2954504102 hasLocation W29545041022 @default.
• W2954504102 hasLocation W29545041023 @default.
• W2954504102 hasOpenAccess W2954504102 @default.
• W2954504102 hasPrimaryLocation W29545041021 @default.

• next