Dr. Anna Konstorum

526 posts

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Dr. Anna Konstorum

Dr. Anna Konstorum

@a_konstorum

Applied mathematician, data scientist, and bioinformatician.

Katılım Mayıs 2018
476 Takip Edilen339 Takipçiler
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Dr. Anna Konstorum
Dr. Anna Konstorum@a_konstorum·
I'm thrilled to share our new #Bioconductor package, nipalsMCIA, which performs multi-omic dimensionality reduction using the NIPALS algorithm. It is fast (especially for large datasets), and user friendly. Give it a try! biorxiv.org/content/10.110… (1/4)
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Adam MacLean
Adam MacLean@adamlmaclean·
**Systems Biology of Single Cells** 2025 is taking place 5/8-9, 2025 @UCIrvine Submit your abstracts for contributed talks or posters today! @GallowayLabMIT @arjunrajlab
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Overleaf
Overleaf@overleaf·
⚠️ Attention: our website is down. We are aware of the outage and are investigating. Apologies for any inconvenience this might cause. You can also check our status page at status.overleaf.com
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Dominik Wodarz
Dominik Wodarz@dwodarz·
I'm looking for PhD students to expand our group at UCSD. If you are interested in the broad area of mathematical / theoretical / computational biology, please get in touch. Biosci application deadline is Nov 20. For more info about our research, see wodarzlab.biosci.ucsd.edu
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Dr. Anna Konstorum
Dr. Anna Konstorum@a_konstorum·
Very excited to be a part of @hermathsstory! I'm looking forward to working with the team to share even more inspiring stories of women who apply mathematics in a wide variety of disciplines.
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Dr. Anna Konstorum
Dr. Anna Konstorum@a_konstorum·
This is a great opportunity to leverage your machine learning capabilities for an important problem. It's also a really fun challenge and has a great core team guiding the effort!!
bpeters@bpeters

We are excited to announce that the 3rd (Public) CMI-PB Challenge is officially underway! Test out your modeling skills to predict immune responses to B. pertussis #whoopingcough booster vaccination using multi-omics datasets for a chance to win. #bioinformatics #immunology (1/5)

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Dr. Anna Konstorum
Dr. Anna Konstorum@a_konstorum·
The software offers users many options for pre-processing, deflation, and visualization. Helpful vignettes for bulk and single-cell analysis and out-of-sample embedding are included. Check out the link below if you want to jump straight in... bioconductor.org/packages/relea… (4/4)
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Dr. Anna Konstorum
Dr. Anna Konstorum@a_konstorum·
In nipalsMCIA, the objective function for Multiple Co-Inertia Analysis (MCIA) is solved using an extension of Non-linear Iterative Partial Least Squares (NIPALS). With NIPALS, we observe significant speed-up over existing SVD-based approaches for large datasets (3/4)
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Dr. Anna Konstorum
Dr. Anna Konstorum@a_konstorum·
I'm thrilled to share our new #Bioconductor package, nipalsMCIA, which performs multi-omic dimensionality reduction using the NIPALS algorithm. It is fast (especially for large datasets), and user friendly. Give it a try! biorxiv.org/content/10.110… (1/4)
Dr. Anna Konstorum tweet media
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