Comparing Methods for Multi-class Probabilities in Medical Decision Making Using LS-SVMs and Kernel Logistic Regression. - Ben Van Calster; Jan Luts; Johan A. K. Suykens; George Condous; Tom Bourne; Dirk Timmerman; Sabine Van Huffel (ICANN (2), 2007)

Towards a Clinical Decision Support System for Pregnancies of Unknown Location. - Ben Van Calster; Sabine Van Huffel; Dirk Timmerman; Emma Kirk; Tom Bourne; George Condous (CBMS, 2008)

Multi-class AUC metrics and weighted alternatives. - Ben Van Calster; Vanya Van Belle; George Condous; Tom Bourne; Dirk Timmerman; Sabine Van Huffel (IJCNN, 2008)

An application of methods for the probabilistic three-class classification of pregnancies of unknown location. - Ben Van Calster; George Condous; Emma Kirk; Tom Bourne; Dirk Timmerman; Sabine Van Huffel (Artif. Intell. Medicine, 2009)

Improved modeling of clinical data with kernel methods. - Anneleen Daemen; Dirk Timmerman; Thierry Van den Bosch; Cecilia Bottomley; Emma Kirk; Caroline Van Holsbeke; Lil Valentin; Tom Bourne; Bart De Moor (Artif. Intell. Medicine, 2012)

Automatic Identification of Early Miscarriage Based on Multiple Features Extracted From Ultrasound Images. - Shan Khazendar; Jessica Farren; Hisham Al-Assam; Hongbo Du; Ahmed Sayasneh; Tom Bourne; Sabah Jassim (MIUA, 2014)

A spline-based tool to assess and visualize the calibration of multiclass risk predictions. - K. Van Hoorde; Sabine Van Huffel; Dirk Timmerman; Tom Bourne; Ben Van Calster (J. Biomed. Informatics, 2015)

On the star-height of factor counting languages and their relationship to Rees zero-matrix semigroups. - Tom Bourne; Nik Ruskuc (CoRR, 2016)

On the star-height of subword counting languages and their relationship to Rees zero-matrix semigroups. - Tom Bourne; Nik Ruskuc (Theor. Comput. Sci., 2016)

Gradient boosted trees with individual explanations: An alternative to logistic regression for viability prediction in the first trimester of pregnancy. - Thibaut Vaulet; Maya Al-Memar; Hanine Fourie; Shabnam Bobdiwala; Srdjan Saso; Maria Pipi; Catriona Stalder; Phillip R. Bennett; Dirk Timmerman; Tom Bourne; Bart De Moor (Comput. Methods Programs Biomed., 2022)