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Forsíða

Forsíða

Steinn Guðmundsson - Professor

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School of Engineering and Natural Sciences

Steinn Guðmundsson

Professor

Location
Gróska / Gr-312
Phone
525 - 4738 6617472
Email
steinng [at] hi.is

Unit
Faculty of Industrial Engineering, Mechanical Engineering and Computer Science
Website
http://notendur.hi.is/steinng

Published works

2024

Temperature Dependence of Platelet MetabolismMetabolites

2022

Calibration of Automatic Seizure Detection Algorithms
Neonatal seizure detection algorithmsCurrent Directions in Biomedical Engineering
Ensemble learning using individual neonatal data for seizure detectionIEEE Journal of Translational Engineering in Health and Medicine

2021

Influence of human-expert labels on a neonatal seizure detector based on a convolutional neural network
Argininosuccinate lyase is a metabolic vulnerability in breast development and cancernpj Systems Biology and Applications
Recent advances in model-assisted metabolic engineeringCurrent Opinion in Systems Biology

2020

Rhesus D alloimmunization in pregnancy from 1996 to 2015 in IcelandTransfusion
Engineering the carotenoid biosynthetic pathway in Rhodothermus marinus for lycopene productionMetabolic Engineering Communications
Engineering the carotenoid biosynthetic pathway in Rhodothermus marinus for lycopene productionMetabolic Engineering Communications
High-quality genome-scale metabolic modelling of Pseudomonas putida highlights its broad metabolic capabilitiesEnvironmental Microbiology
Analysis of the impact of cyber events for cyber insuranceGeneva Papers on Risk and Insurance: Issues and Practice

2019

A metabolic reconstruction of Lactobacillus reuteri JCM 1112 and analysis of its potential as a cell factoryMicrobial Cell Factories
Pathogen inactivation with amotosalen plus UVA illumination minimally impacts microRNA expression in platelets during storage under standard blood banking conditionsTransfusion
Dataset on economic analysis of mass production of algae in LED-based photobioreactorsData in Brief
Sugar-stimulated CO2 sequestration by the green microalga Chlorella vulgarisScience of the Total Environment

2018

Enhancing Metabolic Models with Genome-Scale Experimental Data
Systems analysis of metabolism in platelet concentrates during storage in platelet additive solutionBiochemical Journal

2017

Applications of genome-scale metabolic models of microalgae and cyanobacteria in biotechnology
Metabolomics comparison of red cells stored in four additive solutions reveals differences in citrate anticoagulant permeability and metabolismVox Sanguinis
Responses of Synechocystis sp. PCC 6803 to heterologous biosynthetic pathwaysMicrobial Cell Factorie
Metabolic re-wiring of isogenic breast epithelial cell lines following epithelial to mesenchymal transitionCancer Letters
Characterization of carotenoids in Rhodothermus marinusMicrobiologyOpen
Red blood cell alloimmunization in pregnancy during the years 1996-2015 in IcelandTransfusion
Quantitative time-course metabolomics in human red blood cells reveal the temperature dependence of human metabolic networksJournal of Biological Chemistry

2016

Metabolic fate of adenine in red blood cells during storage in SAGM solutionTransfusion
Biomarkers defining the metabolic age of red blood cells during cold storageBlood
Identified metabolic signature for assessing red blood cell unit quality is associated with endothelial damage markers and clinical outcomesTransfusion
EGFR Signal-Network Reconstruction Demonstrates Metabolic Crosstalk in EMTPLoS Computational Biology

2015

Multidimensional analytical approach based on UHPLC-UV-ion mobility-MS for the screening of natural pigmentsAnalytical Chemistry
Kinetic analysis of gluconate phosphorylation by human gluconokinase using isothermal titration calorimetryFEBS Letters
Metabolomic analysis of platelets during storageTransfusion
Cyanobacteria as photosynthetic biocatalystsMolecular BioSystems

2014

Comprehensive metabolomic study of platelets reveals the expression of discrete metabolic phenotypes during storageTransfusion
Effects of abiotic stressors on lutein production in the green microalga Dunaliella salinaMicrobial Cell Factories

2013

Sarcoid arthropathy and the association with the human leukocyte antigen. the icelandic sarcoidosis studyClinical and Experimental Rheumatology
Toward systems metabolic engineering in cyanobacteriaBioengineered

2012

In vitro bioactivity of different degree of deacetylation chitosan, a potential coating material for titanium implantsJournal of Biomedical Materials Research - Part A
Test-retest reliability and feature selection in physiological time series classificationComputer Methods and Programs in Biomedicine
Intracellular metabolite profiling of plateletsJournal of Chromatography B: Analytical Technologies in the Biomedical and Life Sciences
An in silico re-design of the metabolism in Thermotoga maritima for increased biohydrogen productionInternational Journal of Hydrogen Energy
Glucosamine increases the expression of YKL-40 and osteogenic marker genes in hMSC during osteogenic differentiationNatural Products and Bioprospecting
Detailing the optimality of photosynthesis in cyanobacteria through systems biology analysisProceedings of the National Academy of Sciences of the United States of America

2011

Association of immunoglobulin A deficiency and elevated thyrotropin-receptor autoantibodies in two Nordic countriesHuman Immunology

2010

Detecting fraudulent whiplash claims by support vector machinesBiomedical Signal Processing and Control
Computationally efficient flux variability analysisBMC Bioinformatics
The use of EEG in Alzheimer's disease, with and without scopolamine - A pilot studyClinical Neurophysiology

2009

Familial aggregation of IgAD and autoimmunityClinical Immunology

2008

Support vector machines and dynamic time warping for time series

2007

Gene expression analysis of hematopoietic progenitor cells identifies Dlg7 as a potential stem cell geneStem Cells
Sulphasalazine inhibits human antigen-specific immune responses in vivoAnnals of the Rheumatic Diseases
Inflammatory cytokines in relation to adrenal response following total hip replacementScandinavian Journal of Immunology
Reliability of quantitative EEG featuresClinical Neurophysiology

2005

Automatic sleep staging using support vector machines with posterior probability estimates

2004

Flt3/Flk-2 Ligand in Combination with Thrombopoietin Decreases Apoptosis in Megakaryocyte DevelopmentStem Cells and Development

2003

An Age-Associated Decrease in the Frequency of C4B*Q0 Indicates That Null Alleles of Complement May Affect Health or SurvivalAnnals of the New York Academy of Sciences

Keywords for Specialisation:

Medical applications of pattern recognition

Machine learning

Systems biology