Author

L. Sirovich

Rockefeller UniversityORCID 0000-0003-0289-2172Unclaimed 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:differential expression· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:gene regulatory network inference· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Activity by Year

2018-2023 · peak 1/yr

2 papers

Recent·Most cited

Molecular BiologyIntechOpen eBooksPeer-reviewedNov 27, 2023

Coherent Gene Assemblies: Example, Yeast Cell Division Cycle, CDC

L. Sirovich

The paper applies dynamic mode decomposition to analyze yeast cell division cycle gene dynamics, identifying key genes and temporal patterns in gene expression.

DOI 10.5772/intechopen.1003730

yeastbulk RNA-seq

𝕏 PostBluesky

GenomicsbioRxivPreprintMar 20, 2018

The Genomic Prediction of Disease: Example of type 2 diabetes (T2D)

L. Sirovich

The paper uses information theory to identify SNP patterns that distinguish disease and wellness, achieving near-certain genomic prediction of type 2 diabetes.

DOI 10.1101/285783

humanGWAS summary statistics

𝕏 PostBluesky