Joachim van der Herten

Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores

Rein Houthooft, Joeri Ruyssinck, Joachim van der Herten et al. · Artificial Intelligence in Medicine · 2014 · 88 citations · Full text

Public Health, Biostatistics, Clinical Sciences +16

GPflowOpt: A Bayesian Optimization Library using TensorFlow

Nicolas Knudde, Joachim van der Herten, Tom Dhaene et al. · arXiv (Cornell University) · 2017 · 56 citations · Full text

Computing, Computer Science, High-performance Computing +17

A Fuzzy Hybrid Sequential Design Strategy for Global Surrogate Modeling of High-Dimensional Computer Experiments

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver et al. · SIAM Journal on Scientific Computing · 2015 · 50 citations · Full text

Architecture, Computational Engineering, Computer Science +13

Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit

Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft et al. · Computational and Mathematical Methods in Medicine · 2016 · 32 citations · Full text

Computing, Biostatistics, Clinical Decision Support +16

Adaptive classification under computational budget constraints using sequential data gathering

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver et al. · Advances in Engineering Software · 2016 · 20 citations · Full text

Public Affairs, Data Science, Performance Budgeting +4