Top Tweets for #BatchEffects
๐จ Publication Alert! Weโre excited to announce that our article on the NPM method is now published in Bioinformatics! ๐
๐ Learn more about NPM here: https://t.co/D7OGDiJqwx.
#bioinformatics #batcheffects #omicsdata #omicsplayground #bigomics
What are batch effects, how do they arise and why are they important? ๐ค
In our latest blog post we discuss how they arise and show how you can correct them. Read more about it at ๐ https://t.co/idZDky47iT
#bioinformatics #computationalbiology #batcheffects #batchcorrection
MIT Researchers Unveil InfoCORE: Transforming High-Throughput Drug Screening with Multimodal Learning
#AI #artificialintelligence #batcheffects #biologicalsystems #Biotechnology #cellmicroscopeimages #chemicalstructure #datadistribution #drugdiscovery
https://t.co/P1zYWFGtel
Tackle batch effects head-on in your #metabolomics research! Discover practical strategies to minimize batch effects and enhance result accuracy. Check out the insights here: https://t.co/nk91BuO9rC
#DataAnalysis #BatchEffects
Struggling with batch effects in your #metabolomics research? Learn effective strategies to reduce batch effects and improve the accuracy of your results. Read more: https://t.co/nk91BuOHha
#dataanalysis #metabolomicsdataย #BatchEffects
Uncover the influence of batch effects on #metabolomics research and their implications for data analysis. Explore insights in our latest blog at https://t.co/nk91BuO9rC. Elevate your understanding!
#DataAnalysis #BatchEffects #MetabolomicsData
MultiNicheNet
"A multi-sample, multi-condition extension of NicheNet" @naturemethods 2020
Correcting for #BatchEffects & covariates to uncover cell-cell communication dynamics
https://t.co/wewQWskwWZ
Yvan Saeys lab bioRxiv 2023 @RobinBrowaeys @YvanSaeys
https://t.co/RGO0g5CKZa
@LuciaScience In case you haven't yet seen my pre-print on #SingleCell #BatchEffects, you should definitely check it out! Will post some major updates soon, including additional counter evidence that led to a cancer treatment that's in the clinic getting derailed. https://t.co/yLPFXJufXz
Working with multiple scRNAseq batches? Having trouble replicating at the bench? Our recent pre-print may show one reason why: (https://t.co/pklPFadpll) Findings complementary to @lpachter & Taraโs work finding low dim projections can be unreliable representations.
Below are two representations of #scRNAseq data, one that retains #batcheffects and one that does not. Both batches represent the same tissue, but were just collected at different times! Thus as you can see, batch effect correction leads to proper mixing of cells between batches!
Hey everyone! If you've ever looked into #scRNAseq analysis, you might have come across the issue of merging two or more #datasets together filled with cells collected at different times. Since these cells were handled differently, you can end up with the issue of #batcheffects!
Great work led by @asalim_hint on #scRNAseq data normalisation https://t.co/8uQxqjxa4Y. #RUVIIINB #AdjustedGeneCounts #UnwantedVariation #LibrarySize #BatchEffects #DifferentPlatforms . Glad I had the opportunity to contribute to the work.
Lecture 20 #DeepLearning for #CellPhenotyping w/ Juan Caicedo @JCCaicedo @BroadInstitute #Imaging #Phenotyping #Segmentation #DLarch #UNet #PyramidNets #CNNs #SingleCell #RepresentationLearning #BatchEffects #Leukemia #FeatureEmbeddings #VariantImpact https://t.co/T8FIDYjbPf
Very excited to present my work at #MAQC21. Of course this will be about #Normalization, #BatchEffects, #AccurateResults, #BigData.
https://t.co/kLIml51rKj
The #highlycited article "MetaboAnalystR 3.0: Toward an Optimized Workflow for Global #Metabolomics" by Jianguo Xia team, was published in May 2020 and has got 47 citations already. Read it at ๐ https://t.co/J3oRnPLIK8 #MDPImetabolites #peakdetection #batcheffects
#MDPIMetabolites ๐ "Using Out-of-Batch Reference Populations to Improve Untargeted #Metabolomics for Screening Inborn Errors of #Metabolism" by Michiel Bongaerts team https://t.co/gf5ej1Bqxb #normalization #InternalStandards #BatchEffects
The latch to the climate chamber broke off stranding Batch 2 from Batches 1, 3, & 4 of a mass root phenotyping assay Iโm doing. Canโt be reunited until itโs repaired. โน๏ธ
How is your Monday going? ๐ #experimentalnoise #batcheffects #badluck #plantsci #AcademicTwitter #murphyslaw
Scariest quote at the NIH-NHLBI Single Cell Workshop, Linas Mazutis: โRemember that you can create fake cells by your dissociation methodโ #SingleCellNHLBI #FakeCells #scRNAseq #BatchEffects #ScientificRigor
UMCCRSeminar: @S_Foroutan highlights the vital step of investigating #batchEffects in #RNAseq data using a variety of methods and visualisations. #RUV #limma #PCA #RLE
Prominent journal, paper, yet the shown #que is NOT ideal (unacceptable?).
No mention of #randomization, and NO, one should not run samples in their typical numerical ordering.
Never ever.
Rest with QC pools, QAs are OK-ish.
#metabolomics #batcheffects #QC #QA #peereview
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