Mateusz Garbulowski

According to our database, Mateusz Garbulowski authored at least 6 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

BiGSM: Bayesian inference of gene regulatory network via sparse modelling.

Hang Qin, Mateusz Garbulowski, Erik L. L. Sonnhammer, Saikat Chatterjee

Bioinform., 2025

Topology-based metrics for finding the optimal sparsity in gene regulatory network inference.

Nils Lundqvist, Mateusz Garbulowski, Thomas Hillerton, Erik L. L. Sonnhammer

Bioinform., 2025

2021

Patterns in big data bioinformatics: Understanding complex diseases with interpretable machine learning.

Mateusz Garbulowski

PhD thesis, 2021

R.ROSETTA: an interpretable machine learning framework.

Mateusz Garbulowski, Klev Diamanti, Karolina Smolinska, Nicholas Baltzer, Patricia Stoll, Susanne Bornelöv, Aleksander Øhrn, Lars Feuk, Jan Komorowski

BMC Bioinform., 2021

2017

Consensus Approach for Detection of Cancer Somatic Mutations.

Katarzyna Sieradzka, Kinga Leszczorz, Mateusz Garbulowski, Andrzej Polanski

Proceedings of the Man-Machine Interactions 5, 2017

2016

RareVariantVis: new tool for visualization of causative variants in rare monogenic disorders using whole genome sequencing data.

Tomasz Stokowy, Mateusz Garbulowski, Torunn Fiskerstrand, Rita Holdhus, Kornel Labun, Pawel Sztromwasser, Christian Gilissen, Alexander Hoischen, Gunnar Houge, Kjell Petersen, Inge Jonassen, Vidar M. Steen

Bioinform., 2016