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A. Jauhiainen

3 papers hereh-index 141.3k citations53 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • q-bio.QM1
  • stat.CO1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedInferring Regulatory Networks by Combining Perturbation Screens and Steady State Gene Expression Profiles

39 citations · 39 across the 3 of their papers we have counts for

collaborators

3 papers

q-bio.QM2023

UQSA -- An R-Package for Uncertainty Quantification and Sensitivity Analysis for Biochemical Reaction Network Models

Andrei Kramer, Federica Milinanni, Jeanette Hellgren Kotaleski +3

Biochemical reaction models describing subcellular processes generally come with a large uncertainty. To be able to account for this during the modeling process, we have developed…

stat.CO2017

ROPE: high-dimensional network modeling with robust control of edge FDR

Jonatan Kallus, Jose Sanchez, Alexandra Jauhiainen +2

Network modeling has become increasingly popular for analyzing genomic data, to aid in the interpretation and discovery of possible mechanistic components and therapeutic targets.…

stat.ML2013★ 39 cited

Inferring Regulatory Networks by Combining Perturbation Screens and Steady State Gene Expression Profiles

Ali Shojaie, Alexandra Jauhiainen, Michael Kallitsis +1

Reconstructing transcriptional regulatory networks is an important task in functional genomics. Data obtained from experiments that perturb genes by knockouts or RNA interference c…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.