Approximate geodesic distances reveal biologically relevant structures in microarray data. - Jens Nilsson 002; Thoas Fioretos; Mattias Höglund; Magnus Fontes (Bioinform., 2004)

Independent component analysis reveals new and biologically significant structures in micro array data. - Attila Frigyesi; Srinivas Veerla; David Lindgren; Mattias Höglund (BMC Bioinform., 2006)

Analysis of promoter regions of co-expressed genes identified by microarray analysis. - Srinivas Veerla; Mattias Höglund (BMC Bioinform., 2006)

New Probabilistic Network Models and Algorithms for Oncogenesis. - Marcus Hjelm; Mattias Höglund; Jens Lagergren (J. Comput. Biol., 2006)

Normalization of Illumina Infinium whole-genome SNP data improves copy number estimates and allelic intensity ratios. - Johan Staaf; Johan Vallon-Christersson; David Lindgren; Gunnar Juliusson; Richard Rosenquist; Mattias Höglund; Åke Borg; Markus Ringnér (BMC Bioinform., 2008)

A Global Structural EM Algorithm for a Model of Cancer Progression. - Ali Tofigh; Erik Sjölund; Mattias Höglund; Jens Lagergren (NIPS, 2011)

A comparison of rule-based and centroid single-sample multiclass predictors for transcriptomic classification. - Pontus Eriksson; Nour-al-dain Marzouka; Gottfrid Sjödahl; Carina Bernardo; Fredrik Liedberg; Mattias Höglund (Bioinform., 2022)