Author

Hildur Knútsdóttir

deCODE Genetics (Iceland)ORCID 0000-0001-5949-3450Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Calvin D. RoskelleyiD· 1 shared Cindy Tan· 1 shared Darrick LeeiD· 1 shared David A. KassiD· 1 shared Dhananjay BhaskariD· 1 shared Joban VaishnaviD· 1 shared Joel S. BaderiD· 1 shared Kavita SharmaiD· 1 shared

Activity by Year

2019-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Calvin D. RoskelleyORCID

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2 papers

Recent·Most cited

GenomicsbioRxivPreprintJun 8, 2025

Random survival forests identify myocardial gene signatures associated with survival in heart failure with preserved ejection fraction

Suraj Kannan, Hildur Knútsdóttir, Joban Vaishnav…·Virginia Shalkey Hahn

The paper uses random survival forests to identify 33 myocardial genes predictive of survival in HFpEF, outperforming clinical parameters in prognosis modeling.

DOI 10.1101/2025.06.08.658488

humanbulk RNA-seq

𝕏 PostBluesky

BioinformaticsbioRxivPreprintApr 30, 2019

A methodology for morphological feature extraction and unsupervised cell classification

Dhananjay Bhaskar, Darrick Lee, Hildur Knútsdóttir…·Leah Edelstein-keshet A

The paper presents an unsupervised machine learning method for cell shape classification from microscopy images using feature extraction and density-based clustering.

14 citations

imagingmachine learning (classical)

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