Tom Bourne

According to our database, Tom Bourne authored at least 10 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

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

On the star-height of factor counting languages and their relationship to Rees zero-matrix semigroups.

Tom Bourne, Nik Ruskuc

CoRR, 2016

2015

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

2014

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

Proceedings of the Medical Image Understanding and Analysis, 2014

2012

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

2009

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

2008

Multi-class AUC metrics and weighted alternatives.

Ben Van Calster, Vanya Van Belle, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel

Proceedings of the International Joint Conference on Neural Networks, 2008

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

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007

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

Proceedings of the Artificial Neural Networks, 2007