Mats G. Gustafsson

24 papers A 1Journal 23
YearRankTypeTitle / Venue / Authors
2025 A conf
A Non-Adversarial Approach to Idempotent Generative Modelling.
ECAI
Mohammed Al-Jaff, Giovanni Luca Marchetti, Michael C. Welle, Jens Lundell, Mats G. Gustafsson, Gustav Eje Henter, Hossein Azizpour, Danica Kragic
2025 J jnl
A Non-Adversarial Approach to Idempotent Generative Modelling.
CoRR
Mohammed Al-Jaff, Giovanni Luca Marchetti, Michael C. Welle, Jens Lundell, Mats G. Gustafsson, Gustav Eje Henter, Hossein Azizpour, Danica Kragic
2024 J jnl
Exhaustive in vitro evaluation of the 9-drug cocktail CUSP9 for treatment of glioblastoma.
Comput. Biol. Medicine
Efthymia Chantzi, Ulf Hammerling, Mats G. Gustafsson
2019 J jnl
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.
BMC Bioinform.
Efthymia Chantzi, Malin Jarvius, Mia Niklasson, Anna Segerman, Mats G. Gustafsson
2018 J jnl
COMBImage: a modular parallel processing framework for pairwise drug combination analysis that quantifies temporal changes in label-free video microscopy movies.
BMC Bioinform.
Efthymia Chantzi, Malin Jarvius, Mia Niklasson, Anna Segerman, Mats G. Gustafsson
2018 J jnl
Self-tuning density estimation based on Bayesian averaging of adaptive kernel density estimations yields state-of-the-art performance.
Pattern Recognit.
Christofer L. Bäcklin, Claes R. Andersson, Mats G. Gustafsson
2014 J jnl
NMR Spectroscopy-Based Metabolic Profiling of Drug-Induced Changes In Vitro Can Discriminate between Pharmacological Classes.
J. Chem. Inf. Model.
Obaid Aftab, Mikael K. R. Engskog, Jakob Haglöf, Albert Elmsjö, Torbjörn Arvidsson, Curt Pettersson, Ulf Hammerling, Mats G. Gustafsson
2013 J jnl
Automated QuantMap for rapid quantitative molecular network topology analysis.
Bioinform.
Wesley Schaal, Ulf Hammerling, Mats G. Gustafsson, Ola Spjuth
2012 J jnl
A strand specific high resolution normalization method for chip-sequencing data employing multiple experimental control measurements.
Algorithms Mol. Biol.
Stefan Enroth, Claes R. Andersson, Robin Andersson, Claes Wadelius, Mats G. Gustafsson, Henryk Jan Komorowski
2012 J jnl
Assessing Relative Bioactivity of Chemical Substances Using Quantitative Molecular Network Topology Analysis.
J. Chem. Inf. Model.
Anna Edberg, Daniel Soeria-Atmadja, Jonas Laurila Bergman, Fredrik Johansson, Mats G. Gustafsson, Ulf Hammerling
2010 J jnl
Improving Bayesian credibility intervals for classifier error rates using maximum entropy empirical priors.
Artif. Intell. Medicine
Mats G. Gustafsson, Mikael Wallman, Ulrika Wickenberg-Bolin, Hanna Göransson, Mårten Fryknäs, Claes R. Andersson, Anders Isaksson
2008 J jnl
Cross-validation and bootstrapping are unreliable in small sample classification.
Pattern Recognit. Lett.
Anders Isaksson, Mikael Wallman, Hanna Göransson, Mats G. Gustafsson
2007 J jnl
EVALLER: a web server for
Nucleic Acids Res.
Alvaro Martinez Barrio, Daniel Soeria-Atmadja, Anders Nistér, Mats G. Gustafsson, Ulf Hammerling, Erik Bongcam-Rudloff
2007 J jnl
In Vitro Drug Sensitivity-Gene Expression Correlations Involve a Tissue of Origin Dependency.
J. Chem. Inf. Model.
Claes R. Andersson, Mårten Fryknäs, Linda Rickardson, Rolf Larsson, Anders Isaksson, Mats G. Gustafsson
2007 J jnl
Revealing cell cycle control by combining model-based detection of periodic expression with novel cis-regulatory descriptors.
BMC Syst. Biol.
Claes R. Andersson, Torgeir R. Hvidsten, Anders Isaksson, Mats G. Gustafsson, Jan Komorowski
2006 J jnl
Bayesian detection of periodic mRNA time profiles without use of training examples.
BMC Bioinform.
Claes R. Andersson, Anders Isaksson, Mats G. Gustafsson
2006 J jnl
Improved variance estimation of classification performance via reduction of bias caused by small sample size.
BMC Bioinform.
Ulrika Wickenberg-Bolin, Hanna Göransson, Mårten Fryknäs, Mats G. Gustafsson, Anders Isaksson
2005 J jnl
Detection of multiple transient signals with unknown arrival times.
IEEE Trans. Inf. Theory
Daniel E. Asraf, Mats G. Gustafsson
2005 J jnl
Independent Component Analysis Yields Chemically Interpretable Latent Variables in Multivariate Regression.
J. Chem. Inf. Model.
Mats G. Gustafsson
2005 J jnl
Supervised identification of allergen-representative peptides for in silico detection of potentially allergenic proteins.
Bioinform.
Åsa K. Björklund, Daniel Soeria-Atmadja, Anna Zorzet, Ulf Hammerling, Mats G. Gustafsson
2005 J jnl
Unbiased descriptor and parameter selection confirms the potential of proteochemometric modelling.
BMC Bioinform.
Eva Freyhult, Peteris Prusis, Maris Lapinsh, Jarl E. S. Wikberg, Vincent Moulton, Mats G. Gustafsson
2004 J jnl
An analytical series expansion solution to the problem of noncoherent detection.
IEEE Trans. Inf. Theory
Daniel E. Asraf, Mats G. Gustafsson
2002 J jnl
Prediction of food protein allergenicity: a bioinformatic learning systems approach.
Silico Biol.
Anna Zorzet, Mats G. Gustafsson, Ulf Hammerling
2001 J jnl
A Probabilistic Derivation of the Partial Least-Squares Algorithm.
J. Chem. Inf. Comput. Sci.
Mats G. Gustafsson