Arthur Jochems

Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers

Timo M. Deist, Frank J. W. M. Dankers, Gilmer Valdés et al. · Medical Physics · 2018 · 296 citations · Full text

Distributed learning: Developing a predictive model based on data from multiple hospitals without data leaving the hospital – A real life proof of concept

Arthur Jochems, Timo M. Deist, Johan van Soest et al. · Radiotherapy and Oncology · 2016 · 186 citations · Full text

Distributed learning on 20 000+ lung cancer patients – The Personal Health Train

Timo M. Deist, Frank J. W. M. Dankers, Priyanka Ojha et al. · Radiotherapy and Oncology · 2020 · 155 citations · Full text

Developing and Validating a Survival Prediction Model for NSCLC Patients Through Distributed Learning Across 3 Countries

Arthur Jochems, Timo M. Deist, Issam El Naqa et al. · International Journal of Radiation Oncology*Biology*Physics · 2017 · 150 citations · Full text

Development and validation of a radiomic signature to predict HPV (p16) status from standard CT imaging: a multicenter study

Ralph T. H. Leijenaar, Marta Bogowicz, Arthur Jochems et al. · British Journal of Radiology · 2018 · 147 citations · Full text