 | 2012 |
| 8 |  | Jan Luts,
Geert Molenberghs,
Geert Verbeke,
Sabine Van Huffel,
Johan A. K. Suykens:
A mixed effects least squares support vector machine model for classification of longitudinal data.
Computational Statistics & Data Analysis 56(3): 611-628 (2012) |
| 2011 |
| 7 |  | Geert J. Postma,
Jan Luts,
Albert J. Idema,
Margarida Julià-Sapé,
Àngel Moreno-Torres,
Witek Gajewicz,
Johan A. K. Suykens,
Arend Heerschap,
Sabine Van Huffel,
Lutgarde M. C. Buydens:
On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation.
Comp. in Bio. and Med. 41(2): 87-97 (2011) |
| 6 |  | Carlos Sáez,
Juan Miguel García-Gómez,
Javier Vicente,
Salvador Tortajada,
Jan Luts,
David Dupplaw,
Sabine Van Huffel,
Montserrat Robles:
A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents.
Knowledge Eng. Review 26(3): 283-301 (2011) |
| 2009 |
| 5 |  | Jan Luts,
Johan A. K. Suykens,
Sabine Van Huffel,
Teresa Laudadio,
Sofie Van Cauter,
Uwe Himmelreich,
Enrique Molla,
Jose Piquer,
M. Carmen Martinez-Bisbal,
Bernardo Celda:
Differentiation between brain metastases and glioblastoma multiforme based on MRI, MRS and MRSI.
CBMS 2009: 1-8 |
| 2007 |
| 4 |  | Ben Van Calster,
Jan Luts,
Johan A. K. Suykens,
George Condous,
Tom Bourne,
Dirk Timmerman,
Sabine Van Huffel:
Comparing Methods for Multi-class Probabilities in Medical Decision Making Using LS-SVMs and Kernel Logistic Regression.
ICANN (2) 2007: 139-148 |
| 3 |  | Juan Miguel García-Gómez,
Salvador Tortajada,
Javier Vicente,
Carlos Sáez,
Xavier Castells,
Jan Luts,
Margarida Julià-Sapé,
Alfons Juan-Císcar,
Sabine Van Huffel,
Anna Barcelo,
Joaquín Ariño,
Carles Arús,
Montserrat Robles:
Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning.
IWANN 2007: 1012-1019 |
| 2 |  | Jan Luts,
Arend Heerschap,
Johan A. K. Suykens,
Sabine Van Huffel:
A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature selection.
Artificial Intelligence in Medicine 40(2): 87-102 (2007) |
| 1 |  | B. De Neuter,
Jan Luts,
Leentje Vanhamme,
Philippe Lemmerling,
Sabine Van Huffel:
Java-based framework for processing and displaying short-echo-time magnetic resonance spectroscopy signals.
Computer Methods and Programs in Biomedicine 85(2): 129-137 (2007) |