Discrimination between metastasis and glioblastoma multiforme based on morphometric analysis of MR images

L Blanchet, PWT Krooshof, GJ Postma… - American journal …, 2011 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Solitary MET and GBM are difficult to distinguish by using
MR imaging. Differentiation is useful before any metastatic work-up or biopsy. Our …

Opening the kernel of kernel partial least squares and support vector machines

GJ Postma, PWT Krooshof, LMC Buydens - Analytica chimica acta, 2011 - Elsevier
Kernel partial least squares (KPLS) and support vector regression (SVR) have become popular
techniques for regression of complex non-linear data sets. The modeling is performed by …

Visualization and recovery of the (bio) chemical interesting variables in data analysis with support vector machine classification

PWT Krooshof, B Ustun, GJ Postma… - Analytical …, 2010 - ACS Publications
Support vector machines (SVMs) have become a popular technique in the chemometrics and
bioinformatics field, and other fields, for the classification of complex data sets. Especially …

Effects of including spatial information in clustering multivariate image data

PWT Krooshof, GJ Postma, WJ Melssen… - TrAC Trends in …, 2006 - Elsevier
Multivariate image data provide detailed information in variable and image space. Most
traditional clustering methods are based on variable information only and ignore spatial …

[CITATION][C] Evaluation of spectroscopic images

PWT Krooshof, GJ Postma, WJ Melssen… - Biomedical Imaging …, 2012 - Wiley Online Library
… PATRICk WT KROOSHOF, GEERT J. POSTMA, WILLEM J. MELSSEN, AND LUTGARDE
MC BUYDENS …

[CITATION][C] Pattern Recognition of Combined MRSI and MRI Data

PWT Krooshof - 2007 - repository.ubn.ru.nl
Pattern Recognition of Combined MRSI and MRI Data Toggle navigation Radboud Repository
Toggle navigation View Item Radboud Repository Collections Radboud University Academic …

[CITATION][C] Contributions of RU to the new eTumour data.

PWT Krooshof - 2008 - repository.ubn.ru.nl
Contributions of RU to the new eTumour data. Toggle navigation Radboud Repository
Toggle navigation View Item Radboud Repository Collections Radboud University …

[CITATION][C] Evaluation of Spectroscopic Images, Hoofdstuk 1

PWT Krooshof, GJ Postma, W Melssen, L Buydens - 2008 - repository.ubn.ru.nl
Evaluation of Spectroscopic Images, Hoofdstuk 1 Toggle navigation Radboud Repository
Toggle navigation View Item Radboud Repository Collections Radboud University …

[CITATION][C] Tissue Classification Methods for MRI and MRSI

PWT Krooshof, LMC Buydens - 2006 - repository.ubn.ru.nl
Tissue Classification Methods for MRI and MRSI Toggle navigation Radboud Repository
Toggle navigation View Item Radboud Repository Collections Radboud University …

[CITATION][C] Pattern Recognition of Magnetic Resonance Imaging Data to Discriminate between Brain Tumors

PWT Krooshof, W Melssen, GJ Postma, L Buydens - 2008 - repository.ubn.ru.nl
Pattern Recognition of Magnetic Resonance Imaging Data to Discriminate between Brain
Tumors Toggle navigation Radboud Repository Toggle navigation View Item Radboud …