Ben Van Calster

发表

Improving patient prostate cancer risk assessment: Moving from static, globally-applied to dynamic, practice-specific risk calculators

Ewout W. Steyerberg, Robin J. Leach, Andrew J. Vickers, 2015, J. Biomed. Informatics.

It takes time: A remarkable example of delayed recognition

Ben Van Calster, B. Calster, 2012, J. Assoc. Inf. Sci. Technol..

Multi-class AUC metrics and weighted alternatives

Sabine Van Huffel, Vanya Van Belle, Dirk Timmerman, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

A spline-based tool to assess and visualize the calibration of multiclass risk predictions

Sabine Van Huffel, Dirk Timmerman, Ben Van Calster, 2015, J. Biomed. Informatics.

Towards a Clinical Decision Support System for Pregnancies of Unknown Location

Sabine Van Huffel, Dirk Timmerman, Ben Van Calster, 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

Comparing Methods for Multi-class Probabilities in Medical Decision Making Using LS-SVMs and Kernel Logistic Regression

Sabine Van Huffel, Johan A. K. Suykens, Dirk Timmerman, 2007, ICANN.

Comparing Analytical Decision Support Models Through Boolean Rule Extraction: A Case Study of Ovarian Tumour Malignancy

Sabine Van Huffel, Paulo J. G. Lisboa, Dirk Timmerman, 2007, ISNN.

Multi-class classification of ovarian tumors

Sabine Van Huffel, Dirk Timmerman, Ben Van Calster, 2008, ESANN.

Using Bayesian neural networks with ARD input selection to detect malignant ovarian masses prior to surgery

Sabine Van Huffel, Dirk Timmerman, Ian T. Nabney, 2008, Neural Computing and Applications.

Clinical decision support for ovarian tumor diagnosis using Bayesian models: Results from the IOTA study

Sabine Van Huffel, Bart De Moor, Olivier Gevaert, 2009, Computational Intelligence and Bioengineering.

GRAPHICALLY SUMMARIZING RISK PREDICTION MODELS

Ben Van Calster, 2015 .

An application of methods for the probabilistic three-class classification of pregnancies of unknown location

Sabine Van Huffel, Dirk Timmerman, Ben Van Calster, 2009, Artif. Intell. Medicine.

Calibration of Prognostic Risk Scores

Ewout W. Steyerberg, Ben Van Calster, Ben Van Calster, 2018, Wiley StatsRef: Statistics Reference Online.

Integrated discrimination improvement and probability‐sensitive AUC variants

Sabine Van Huffel, Ben Van Calster, 2010 .

Visualizing Risk Prediction Models

Vanya Van Belle, Ben Van Calster, V. Belle, 2015 .