Mats G. Gustafsson - researchr alias

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Viewing Publication 1 - 21 from 21

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 miningEfthymia Chantzi, Malin Jarvius, Mia Niklasson, Anna Segerman, Mats G. Gustafsson. bmcbi, 20(1), 2019. [doi]

2018

Self-tuning density estimation based on Bayesian averaging of adaptive kernel density estimations yields state-of-the-art performanceChristofer L. Bäcklin, Claes R. Andersson, Mats G. Gustafsson. PR, 78:133-143, 2018. [doi]

COMBImage: a modular parallel processing framework for pairwise drug combination analysis that quantifies temporal changes in label-free video microscopy moviesEfthymia Chantzi, Malin Jarvius, Mia Niklasson, Anna Segerman, Mats G. Gustafsson. bmcbi, 19(1), 2018. [doi]

2014

NMR Spectroscopy-Based Metabolic Profiling of Drug-Induced Changes In Vitro Can Discriminate between Pharmacological ClassesObaid Aftab, Mikael K. R. Engskog, Jakob Haglöf, Albert Elmsjö, Torbjörn Arvidsson, Curt Pettersson, Ulf Hammerling, Mats G. Gustafsson. jcisd, 54(11):3251-3258, 2014. [doi]

2013

Automated QuantMap for rapid quantitative molecular network topology analysisWesley Schaal, Ulf Hammerling, Mats G. Gustafsson, Ola Spjuth. bioinformatics, 29(18):2369-2370, 2013. [doi]

2012

Assessing Relative Bioactivity of Chemical Substances Using Quantitative Molecular Network Topology AnalysisAnna Edberg, Daniel Soeria-Atmadja, Jonas Laurila Bergman, Fredrik Johansson, Mats G. Gustafsson, Ulf Hammerling. jcisd, 52(5):1238-1249, 2012. [doi]

A strand specific high resolution normalization method for chip-sequencing data employing multiple experimental control measurementsStefan Enroth, Claes R. Andersson, Robin Andersson, Claes Wadelius, Mats G. Gustafsson, Henryk Jan Komorowski. almob, 7:2, 2012. [doi]

2010

Improving Bayesian credibility intervals for classifier error rates using maximum entropy empirical priorsMats G. Gustafsson, Mikael Wallman, Ulrika Wickenberg-Bolin, Hanna Göransson, Mårten Fryknäs, Claes R. Andersson, Anders Isaksson. artmed, 49(2):93-104, 2010. [doi]

2008

Cross-validation and bootstrapping are unreliable in small sample classificationAnders Isaksson, M. Wallman, Hanna Göransson, Mats G. Gustafsson. prl, 29(14):1960-1965, 2008. [doi]

2007

2006

Bayesian detection of periodic mRNA time profiles without use of training examplesClaes R. Andersson, Anders Isaksson, Mats G. Gustafsson. bmcbi, 7:63, 2006. [doi]

Improved variance estimation of classification performance via reduction of bias caused by small sample sizeUlrika Wickenberg-Bolin, Hanna GÃ¶ransson, MÃ¥rten FryknÃ¤s, Mats G. Gustafsson, Anders Isaksson. bmcbi, 7:127, 2006. [doi]

2005

2004

An analytical series expansion solution to the problem of noncoherent detectionDaniel E. Asraf, Mats G. Gustafsson. TIT, 50(12):3369-3375, 2004. [doi]

2002

Prediction of food protein allergenicity: a bioinformatic learning systems approachAnna Zorzet, Mats G. Gustafsson, Ulf Hammerling. isb, 2:48, 2002. [doi]

2001

A Probabilistic Derivation of the Partial Least-Squares AlgorithmMats G. Gustafsson. jcisd, 41(2):288-294, 2001. [doi]

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