Mats G. Gustafsson

According to our database, Mats G. Gustafsson authored at least 21 papers between 2001 and 2019.

Collaborative distances:

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

2019

COMBImage2: a parallel computational framework for higher-order drug combination analysis that includes automated plate design, matched filter based object counting and temporal data mining.

Efthymia Chantzi, Malin Jarvius, Mia Niklasson, Anna Segerman, Mats G. Gustafsson

BMC Bioinform., 2019

2018

Self-tuning density estimation based on Bayesian averaging of adaptive kernel density estimations yields state-of-the-art performance.

Christofer L. Bäcklin, Claes R. Andersson, Mats G. Gustafsson

Pattern Recognit., 2018

COMBImage: a modular parallel processing framework for pairwise drug combination analysis that quantifies temporal changes in label-free video microscopy movies.

Efthymia Chantzi, Malin Jarvius, Mia Niklasson, Anna Segerman, Mats G. Gustafsson

BMC Bioinform., 2018

2014

NMR Spectroscopy-Based Metabolic Profiling of Drug-Induced Changes In Vitro Can Discriminate between Pharmacological Classes.

Obaid Aftab, Mikael K. R. Engskog, Jakob Haglöf, Albert Elmsjö, Torbjörn Arvidsson, Curt Pettersson, Ulf Hammerling, Mats G. Gustafsson

J. Chem. Inf. Model., 2014

2013

Automated QuantMap for rapid quantitative molecular network topology analysis.

Wesley Schaal, Ulf Hammerling, Mats G. Gustafsson, Ola Spjuth

Bioinform., 2013

2012

Assessing Relative Bioactivity of Chemical Substances Using Quantitative Molecular Network Topology Analysis.

Anna Edberg, Daniel Soeria-Atmadja, Jonas Laurila Bergman, Fredrik Johansson, Mats G. Gustafsson, Ulf Hammerling

J. Chem. Inf. Model., 2012

A strand specific high resolution normalization method for chip-sequencing data employing multiple experimental control measurements.

Stefan Enroth, Claes R. Andersson, Robin Andersson, Claes Wadelius, Mats G. Gustafsson, Henryk Jan Komorowski

Algorithms Mol. Biol., 2012

2010

Improving Bayesian credibility intervals for classifier error rates using maximum entropy empirical priors.

Mats G. Gustafsson, Mikael Wallman, Ulrika Wickenberg-Bolin, Hanna Göransson, Mårten Fryknäs, Claes R. Andersson, Anders Isaksson

Artif. Intell. Medicine, 2010

2008

Cross-validation and bootstrapping are unreliable in small sample classification.

Anders Isaksson, Mikael Wallman, Hanna Göransson, Mats G. Gustafsson

Pattern Recognit. Lett., 2008

2007

EVALLER: a web server for <i>in silico</i> assessment of potential protein allergenicity.

Alvaro Martinez Barrio, Daniel Soeria-Atmadja, Anders Nistér, Mats G. Gustafsson, Ulf Hammerling, Erik Bongcam-Rudloff

Nucleic Acids Res., 2007

In Vitro Drug Sensitivity-Gene Expression Correlations Involve a Tissue of Origin Dependency.

Claes R. Andersson, Mårten Fryknäs, Linda Rickardson, Rolf Larsson, Anders Isaksson, Mats G. Gustafsson

J. Chem. Inf. Model., 2007

Revealing cell cycle control by combining model-based detection of periodic expression with novel cis-regulatory descriptors.

Claes R. Andersson, Torgeir R. Hvidsten, Anders Isaksson, Mats G. Gustafsson, Jan Komorowski

BMC Syst. Biol., 2007

2006

Improved variance estimation of classification performance via reduction of bias caused by small sample size.

Ulrika Wickenberg-Bolin, Hanna Göransson, Mårten Fryknäs, Mats G. Gustafsson, Anders Isaksson

BMC Bioinform., 2006

Bayesian detection of periodic mRNA time profiles without use of training examples.

Claes R. Andersson, Anders Isaksson, Mats G. Gustafsson

BMC Bioinform., 2006

2005

Detection of multiple transient signals with unknown arrival times.

Daniel E. Asraf, Mats G. Gustafsson

IEEE Trans. Inf. Theory, 2005

Independent Component Analysis Yields Chemically Interpretable Latent Variables in Multivariate Regression.

Mats G. Gustafsson

J. Chem. Inf. Model., 2005

Unbiased descriptor and parameter selection confirms the potential of proteochemometric modelling.

Eva Freyhult, Peteris Prusis, Maris Lapinsh, Jarl E. S. Wikberg, Vincent Moulton, Mats G. Gustafsson

BMC Bioinform., 2005

Supervised identification of allergen-representative peptides for in silico detection of potentially allergenic proteins.

Åsa K. Björklund, Daniel Soeria-Atmadja, Anna Zorzet, Ulf Hammerling, Mats G. Gustafsson

Bioinform., 2005

2004

An analytical series expansion solution to the problem of noncoherent detection.

Daniel E. Asraf, Mats G. Gustafsson

IEEE Trans. Inf. Theory, 2004

2002

Prediction of food protein allergenicity: a bioinformatic learning systems approach.

Anna Zorzet, Mats G. Gustafsson, Ulf Hammerling

Silico Biol., 2002

2001

A Probabilistic Derivation of the Partial Least-Squares Algorithm.

Mats G. Gustafsson

J. Chem. Inf. Comput. Sci., 2001