| Machine learning algorithms for outcome prediction in (chemo) radiotherapy: An empirical comparison of classifiers TM Deist, FJWM Dankers, G Valdes, R Wijsman, IC Hsu, C Oberije, ... Medical physics 45 (7), 3449-3459, 2018 | 352 | 2018 |
| Distributed learning on 20 000+ lung cancer patients–The Personal Health Train TM Deist, FJWM Dankers, P Ojha, MS Marshall, T Janssen, C Faivre-Finn, ... Radiotherapy and Oncology 144, 189-200, 2020 | 187 | 2020 |
| Prediction modeling methodology F Dankers, A Traverso, L Wee, SMJ van Kuijk Fundamentals of clinical data science 1, 101-120, 2019 | 153 | 2019 |
| Multivariable normal-tissue complication modeling of acute esophageal toxicity in advanced stage non-small cell lung cancer patients treated with intensity-modulated (chemo … R Wijsman, F Dankers, EGC Troost, AL Hoffmann, ... Radiotherapy and Oncology 117 (1), 49-54, 2015 | 78 | 2015 |
| Distributed radiomics as a signature validation study using the Personal Health Train infrastructure Z Shi, I Zhovannik, A Traverso, FJWM Dankers, TM Deist, P Kalendralis, ... Scientific data 6 (1), 218, 2019 | 70 | 2019 |
| Comparison of toxicity and outcome in advanced stage non-small cell lung cancer patients treated with intensity-modulated (chemo-) radiotherapy using IMRT or VMAT R Wijsman, F Dankers, EGC Troost, AL Hoffmann, EHFM van der Heijden, ... Radiotherapy and Oncology 122 (2), 295-299, 2017 | 52 | 2017 |
| Multifactorial risk factors for mortality after chemotherapy and radiotherapy for non-small cell lung cancer G Defraene, FJWM Dankers, G Price, E Schuit, W van Elmpt, ... Radiotherapy and Oncology 152, 117-125, 2020 | 46 | 2020 |
| Esophageal tumor segmentation in CT images using a dilated dense attention Unet (DDAUnet) S Yousefi, H Sokooti, MS Elmahdy, IM Lips, MTM Shalmani, RT Zinkstok, ... IEEe Access 9, 99235-99248, 2021 | 38 | 2021 |
| Non-invasive imaging prediction of tumor hypoxia: a novel developed and externally validated CT and FDG-PET-based radiomic signatures S Sanduleanu, A Jochems, T Upadhaya, AJG Even, RTH Leijenaar, ... Radiotherapy and Oncology 153, 97-105, 2020 | 35 | 2020 |
| Multi-Objective Learning to Predict Pareto Fronts Using Hypervolume Maximization TM Deist, M Grewal, FJWM Dankers, T Alderliesten, PAN Bosman arXiv preprint arXiv:2102.04523v2, 2021 | 25 | 2021 |
| Preparing data for predictive modelling SMJ van Kuijk, F Dankers, A Traverso, L Wee Fundamentals of clinical data science, 75-84, 2019 | 24 | 2019 |
| Inclusion of incidental radiation dose to the cardiac atria and ventricles does not improve the prediction of radiation pneumonitis in advanced-stage non-small cell lung cancer … R Wijsman, FJWM Dankers, EGC Troost, AL Hoffmann, ... International Journal of Radiation Oncology* Biology* Physics 99 (2), 434-441, 2017 | 23 | 2017 |
| In vivo dosimetry in gynecological applications—A feasibility study MPR Van Gellekom, RAM Canters, FJWM Dankers, A Loopstra, ... Brachytherapy 17 (1), 146-153, 2018 | 22 | 2018 |
| Effects of midazolam and lidocaine on spectral properties of the EEG in full-term neonates with stroke W Jennekens, F Dankers, F Janssen, M Toet, N van der Aa, H Niemarkt, ... european journal of paediatric neurology 16 (6), 642-652, 2012 | 21 | 2012 |
| External validation of an NTCP model for acute esophageal toxicity in locally advanced NSCLC patients treated with intensity-modulated (chemo-) radiotherapy FJWM Dankers, R Wijsman, EGC Troost, CJA Tissing-Tan, MH Kwint, ... Radiotherapy and Oncology 129 (2), 249-256, 2018 | 18 | 2018 |
| Appropriate use criteria for optical coherence tomography guidance in percutaneous coronary interventions: recommendations of the working group of interventional cardiology of … AJJ IJsselmuiden, EM Zwaan, RM Oemrawsingh, MJ Bom, F Dankers, ... Netherlands Heart Journal 26 (10), 473-483, 2018 | 18 | 2018 |
| Esophageal wall dose-surface maps do not improve the predictive performance of a multivariable NTCP model for acute esophageal toxicity in advanced stage NSCLC patients treated … F Dankers, R Wijsman, EGC Troost, R Monshouwer, J Bussink, ... Physics in Medicine & Biology 62 (9), 3668, 2017 | 15 | 2017 |
| Immobilization precision of a modified GTC frame B Winey, J Daartz, F Dankers, M Bussière Journal of Applied Clinical Medical Physics 13 (3), 12-19, 2012 | 14 | 2012 |
| Multi-objective learning using hv maximization TM Deist, M Grewal, FJWM Dankers, T Alderliesten, PAN Bosman International Conference on Evolutionary Multi-Criterion Optimization, 103-117, 2023 | 12 | 2023 |
| Diving deeper into models A Traverso, F Dankers, B Osong, L Wee, SMJ van Kuijk Fundamentals of clinical data science, 121, 2019 | 11 | 2019 |
Esther TroostProfessor of Radiation OncologyVerified email at uniklinikum-dresden.de
