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ORCIDMats G. Gustafsson
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2020 – today
- 2024
[j22]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: 108748 (2024)
2010 – 2019
- 2019
- [j21]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): 304:1-304:20 (2019) - 2018
- [j20]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): 453:1-453:19 (2018) - [j19]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: 133-143 (2018) - 2014
- [j18]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): 3251-3258 (2014) - 2013
- [j17]Wesley Schaal, Ulf Hammerling, Mats G. Gustafsson, Ola Spjuth:
Automated QuantMap for rapid quantitative molecular network topology analysis. Bioinform. 29(18): 2369-2370 (2013) - 2012
- [j16]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: 2 (2012) - [j15]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): 1238-1249 (2012) - 2010
- [j14]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): 93-104 (2010)
2000 – 2009
- 2008
- [j13]Anders Isaksson, Mikael Wallman, Hanna Göransson, Mats G. Gustafsson:
Cross-validation and bootstrapping are unreliable in small sample classification. Pattern Recognit. Lett. 29(14): 1960-1965 (2008) - 2007
- [j12]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: 45 (2007) - [j11]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): 239-248 (2007) - [j10]Alvaro Martinez Barrio, Daniel Soeria-Atmadja, Anders Nistér, Mats G. Gustafsson, Ulf Hammerling, Erik Bongcam-Rudloff:
EVALLER: a web server for in silico assessment of potential protein allergenicity. Nucleic Acids Res. 35(Web-Server-Issue): 694-700 (2007) - 2006
- [j9]Claes R. Andersson, Anders Isaksson, Mats G. Gustafsson:
Bayesian detection of periodic mRNA time profiles without use of training examples. BMC Bioinform. 7: 63 (2006) - [j8]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: 127 (2006) - 2005
- [j7]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): 39-50 (2005) - [j6]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: 50 (2005) - [j5]Mats G. Gustafsson:
Independent Component Analysis Yields Chemically Interpretable Latent Variables in Multivariate Regression. J. Chem. Inf. Model. 45(5): 1244-1255 (2005) - [j4]Daniel E. Asraf, Mats G. Gustafsson:
Detection of multiple transient signals with unknown arrival times. IEEE Trans. Inf. Theory 51(5): 1856-1860 (2005) - 2004
- [j3]Daniel E. Asraf, Mats G. Gustafsson:
An analytical series expansion solution to the problem of noncoherent detection. IEEE Trans. Inf. Theory 50(12): 3369-3375 (2004) - 2002
- [j2]Anna Zorzet, Mats G. Gustafsson, Ulf Hammerling:
Prediction of food protein allergenicity: a bioinformatic learning systems approach. Silico Biol. 2(4): 525-534 (2002) - 2001
- [j1]Mats G. Gustafsson:
A Probabilistic Derivation of the Partial Least-Squares Algorithm. J. Chem. Inf. Comput. Sci. 41(2): 288-294 (2001)
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