Attila Frigyesi

Advances in Brief Power Law Distribution of Chromosome Aberrations in Cancer 1 (2008)

Attila Frigyesi, David Gisselsson, Felix Mitelman, Mattias Höglund

Cancer cells are characterized by having aberrant chromosomes. The number of aberrations and the specific chromosomes affected are correlated with tumor progression. We show that for breast,...

Non-Negative Matrix Factorization for the Analysis of Complex Gene Expression Data: Identification of Clinically Relevant Tumor Subtypes (2008)

Attila Frigyesi, Mattias Höglund

Non-negative matrix factorization (NMF) is a relatively new approach to analyze gene expression data that models data by additive combinations of non-negative basis vectors (metagenes). The...

Non-Negative Matrix Factorization for the Analysis of Complex Gene Expression Data: Identification of Clinically Relevant Tumor Subtypes (2008)

Attila Frigyesi, Mattias Höglund

Non-negative matrix factorization (NMF) is a relatively new approach to analyze gene expression data that models data by additive combinations of non-negative basis vectors (metagenes). The...

BMC Emergency Medicine Research article BMC 22002, Emergency Medicine (2007)

Ulf Ekelund, Hans-jörgen Nilsson, Attila Frigyesi, Ole Torffvit, Ole Torffvit

Background: It is widely considered that improved diagnostics in suspected acute coronary syndrome (ACS) are needed. To help clarify the current situation and the improvement potential, we analyzed...

Independent component analysis reveals new and biologically significant structures in micro array data (2006)

Frigyesi, Attila, Veerla, Srinivas, Lindgren, David, Höglund, Mattias

Abstract Background An alternative to standard approaches to uncover biologically meaningful structures in micro array data is to treat the data as a blind source separation (BSS) problem. BSS...

Topics in multifractal measures, nonparametrics and biostatistics (2004)

Frigyesi, Attila

This thesis consists of four papers. The first two papers, which comprise the main part of the thesis, deal with an unexpected connection between kernel density estimators and dimension spectra for...

Patients with suspected acute coronary syndrome in a university hospital emergency department: an observational study (2002)

Ekelund, Ulf, Nilsson, Hans-Jörgen, Frigyesi, Attila, Torffvit, Ole

Abstract Background It is widely considered that improved diagnostics in suspected acute coronary syndrome (ACS) are needed. To help clarify the current situation and the improvement potential, we...

Patients with suspected acute coronary syndrome in a university hospital emergency department: an observational study. (2002)

Ekelund, Ulf, Nilsson, Hans-Jörgen, Frigyesi, Attila, Torffvit, Ole

BACKGROUND: Improved diagnostics in suspected acute coronary syndrome (ACS) are considered to be needed. To help clarify the current situation and the improvement potential, judged risk in the...

A test for singularity

Frigyesi, Attila, Hössjer, Ola

The Lp-norm and other functionals of the kernel estimate of density functions (as functions of the bandwidth) are studied as means to test singularity. Given an absolutely continuous distribution...

Non-Negative Matrix Factorization for the Analysis of Complex Gene Expression Data: Identification of Clinically Relevant Tumor Subtypes

Frigyesi, Attila, Höglund, Mattias

Non-negative matrix factorization (NMF) is a relatively new approach to analyze gene expression data that models data by additive combinations of non-negative basis vectors (metagenes). The...