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List of works by Mika Gustafsson

A validated generally applicable approach using the systematic assessment of disease modules by GWAS reveals a multi-omic module strongly associated with risk factors in multiple sclerosis

scientific article published on 30 August 2021

Constructing and analyzing a large-scale gene-to-gene regulatory network--lasso-constrained inference and biological validation

scientific article published on July 2005

Deriving disease modules from the compressed transcriptional space embedded in a deep autoencoder

scientific article published on 12 February 2020

Gene expression prediction by soft integration and the elastic net-best performance of the DREAM3 gene expression challenge

scientific article

Identification of DNA methylation patterns predisposing for an efficient response to BCG vaccination in healthy BCG-naïve subjects

scientific article published on 22 April 2019

LASSIM-A network inference toolbox for genome-wide mechanistic modeling

scientific article

Reverse engineering of gene networks with LASSO and nonlinear basis functions

scientific article published in March 2009

The transcriptional network that controls growth arrest and differentiation in a human myeloid leukemia cell line.

scientific article

Therapeutic efficacy of dimethyl fumarate in relapsing-remitting multiple sclerosis associates with ROS pathway in monocytes

scientific article published on 12 July 2019

Whole-genome sequencing and gene network modules predict gemcitabine/carboplatin-induced myelosuppression in non-small cell lung cancer patients

scientific article published on 24 August 2020

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