Weak supervision - Strong results! 💪
Smith and team introduce Perturbational Metric Learning (PeML) to extract biological relationships from noisy high-throughput perturbational datasets.
Team effort from preLighters Benjamin Dominik Maier & Anna Foix Romero – read their preLight! 👀
#preLight 👉 https://prelights.biologists.com/highlights/similarity-metric-learning-on-perturbational-datasets-improves-functional-identification-of-perturbations/
#bioinformatics #SystemsBiology #clustering #correlations #gsea #MachineLearning
#prelight #bioinformatics #systemsbiology #clustering #correlations #gsea #machinelearning
Another great edition of the #GSEA in R/Bioconductor is going to an end.
Many thanks to Zuguang Gu
& all attendees for this very productive week!
#GSEA #Rstats @Bioconductor
#Genomics #Bioinformatics #DataScience
#datascience #bioinformatics #genomics #rstats #gsea
I haven't heard of sparrow, by @lianos, for #gsea analysis and exploration for results, but it looks useful. In particular because of the sister #shiny package. Must explore further.
https://tomsing1.github.io/blog/posts/interactive-gene-set-results/
#gsea #shiny #RStats #Bioconductor
Interested in Gene Set Enrichment in R? Have a look at our new course with Dr. Zuguang Gu
If interested, please check it out: https://physalia-courses.org/courses-workshops/gse-in-r/
#Rstats #Genomics #bioconductor #DataScience #Bioinformatics #datavisualization #GSEA #CancerGenomics
#cancergenomics #gsea #datavisualization #bioinformatics #datascience #bioconductor #genomics #rstats
Today I learned how to create an interactive HTML report for gene-set enrichment analysis in R. It allows readers to examine set-level results & drill down into the underlying gene-level statistics interactively.
https://tomsing1.github.io/blog/posts/interactive-gene-set-results/
It's a static HTML page, e.g. no server (#shiny, #dash, etc) needed. Thanks a lot to the authors of the #plotly #reactable #crosstalk and #htmlwidget tools for making this so easy #til #rstats #bioconductor #gsea #compbio #visualization @lianos
#shiny #dash #plotly #reactable #crosstalk #htmlwidget #til #RStats #Bioconductor #gsea #compBio #visualization