Mats G. Gustafsson

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 4

Top Topics

Computational Framework

Kernel Density Estimation

Top Venues

Pattern Recognit.

J. Chem. Inf. Model.

Comput. Biol. Medicine

Publications

Efthymia Chantzi, Ulf Hammerling, Mats G. Gustafsson
Exhaustive in vitro evaluation of the 9-drug cocktail CUSP9 for treatment of glioblastoma. Comput. Biol. Medicine 178 (2024)
Efthymia Chantzi, Malin Jarvius, Mia Niklasson, Anna Segerman, Mats G. Gustafsson
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. 20 (1) (2019)
Christofer L. Bäcklin, Claes R. Andersson, Mats G. Gustafsson
Self-tuning density estimation based on Bayesian averaging of adaptive kernel density estimations yields state-of-the-art performance. Pattern Recognit. 78 (2018)
Efthymia Chantzi, Malin Jarvius, Mia Niklasson, Anna Segerman, Mats G. Gustafsson
COMBImage: a modular parallel processing framework for pairwise drug combination analysis that quantifies temporal changes in label-free video microscopy movies. BMC Bioinform. 19 (1) (2018)
Obaid Aftab, Mikael K. R. Engskog, Jakob Haglöf, Albert Elmsjö, Torbjörn Arvidsson, Curt Pettersson, Ulf Hammerling, Mats G. Gustafsson
NMR Spectroscopy-Based Metabolic Profiling of Drug-Induced Changes In Vitro Can Discriminate between Pharmacological Classes. J. Chem. Inf. Model. 54 (11) (2014)
Wesley Schaal, Ulf Hammerling, Mats G. Gustafsson, Ola Spjuth
Automated QuantMap for rapid quantitative molecular network topology analysis. Bioinform. 29 (18) (2013)
Stefan Enroth, Claes R. Andersson, Robin Andersson, Claes Wadelius, Mats G. Gustafsson, Henryk Jan Komorowski
A strand specific high resolution normalization method for chip-sequencing data employing multiple experimental control measurements. Algorithms Mol. Biol. 7 (2012)
Anna Edberg, Daniel Soeria-Atmadja, Jonas Laurila Bergman, Fredrik Johansson, Mats G. Gustafsson, Ulf Hammerling
Assessing Relative Bioactivity of Chemical Substances Using Quantitative Molecular Network Topology Analysis. J. Chem. Inf. Model. 52 (5) (2012)
Mats G. Gustafsson, Mikael Wallman, Ulrika Wickenberg-Bolin, Hanna Göransson, Mårten Fryknäs, Claes R. Andersson, Anders Isaksson
Improving Bayesian credibility intervals for classifier error rates using maximum entropy empirical priors. Artif. Intell. Medicine 49 (2) (2010)
Anders Isaksson, Mikael Wallman, Hanna Göransson, Mats G. Gustafsson
Cross-validation and bootstrapping are unreliable in small sample classification. Pattern Recognit. Lett. 29 (14) (2008)
Claes R. Andersson, Torgeir R. Hvidsten, Anders Isaksson, Mats G. Gustafsson, Jan Komorowski
Revealing cell cycle control by combining model-based detection of periodic expression with novel cis-regulatory descriptors. BMC Syst. Biol. 1 (2007)
Claes R. Andersson, Mårten Fryknäs, Linda Rickardson, Rolf Larsson, Anders Isaksson, Mats G. Gustafsson
In Vitro Drug Sensitivity-Gene Expression Correlations Involve a Tissue of Origin Dependency. J. Chem. Inf. Model. 47 (1) (2007)
Alvaro Martinez Barrio, Daniel Soeria-Atmadja, Anders Nistér, Mats G. Gustafsson, Ulf Hammerling, Erik Bongcam-Rudloff
assessment of potential protein allergenicity. Nucleic Acids Res. 35 (Web-Server-Issue) (2007)
Claes R. Andersson, Anders Isaksson, Mats G. Gustafsson
Bayesian detection of periodic mRNA time profiles without use of training examples. BMC Bioinform. 7 (2006)
Ulrika Wickenberg-Bolin, Hanna Göransson, Mårten Fryknäs, Mats G. Gustafsson, Anders Isaksson
Improved variance estimation of classification performance via reduction of bias caused by small sample size. BMC Bioinform. 7 (2006)
Mats G. Gustafsson
Independent Component Analysis Yields Chemically Interpretable Latent Variables in Multivariate Regression. J. Chem. Inf. Model. 45 (5) (2005)
Åsa K. Björklund, Daniel Soeria-Atmadja, Anna Zorzet, Ulf Hammerling, Mats G. Gustafsson
Supervised identification of allergen-representative peptides for in silico detection of potentially allergenic proteins. Bioinform. 21 (1) (2005)
Eva Freyhult, Peteris Prusis, Maris Lapinsh, Jarl E. S. Wikberg, Vincent Moulton, Mats G. Gustafsson
Unbiased descriptor and parameter selection confirms the potential of proteochemometric modelling. BMC Bioinform. 6 (2005)
Daniel E. Asraf, Mats G. Gustafsson
Detection of multiple transient signals with unknown arrival times. IEEE Trans. Inf. Theory 51 (5) (2005)
Daniel E. Asraf, Mats G. Gustafsson
An analytical series expansion solution to the problem of noncoherent detection. IEEE Trans. Inf. Theory 50 (12) (2004)
Anna Zorzet, Mats G. Gustafsson, Ulf Hammerling
Prediction of food protein allergenicity: a bioinformatic learning systems approach. Silico Biol. 2 (4) (2002)
Mats G. Gustafsson
A Probabilistic Derivation of the Partial Least-Squares Algorithm. J. Chem. Inf. Comput. Sci. 41 (2) (2001)