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Arthur Jochems
Arthur Jochems
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Radiomics: the bridge between medical imaging and personalized medicine
P Lambin, RTH Leijenaar, TM Deist, J Peerlings, EEC De Jong, ...
Nature reviews Clinical oncology 14 (12), 749-762, 2017
37892017
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
2762018
Tracking tumor biology with radiomics: a systematic review utilizing a radiomics quality score
S Sanduleanu, HC Woodruff, EEC De Jong, JE Van Timmeren, ...
Radiotherapy and Oncology 127 (3), 349-360, 2018
2222018
Distributed learning: Developing a predictive model based on data from multiple hospitals without data leaving the hospital – A real life proof of concept
A Jochems, TM Deist, J van Soest, M Eble, P Bulens, P Coucke, W Dries, ...
Radiotherapy and oncology 121 (3), 459–467, 2016
2012016
Infrastructure and distributed learning methodology for privacy-preserving multi-centric rapid learning health care: euroCAT
TM Deist, A Jochems, J van Soest, G Nalbantov, C Oberije, S Walsh, ...
Clinical and translational radiation oncology 4, 24-31, 2017
1642017
Decision support systems for personalized and participative radiation oncology
P Lambin, J Zindler, BGL Vanneste, L Van De Voorde, D Eekers, ...
Advanced drug delivery reviews 109, 131-153, 2017
1482017
Developing and validating a survival prediction model for NSCLC patients through distributed learning across 3 countries
A Jochems, TM Deist, I El Naqa, M Kessler, C Mayo, J Reeves, S Jolly, ...
International Journal of Radiation Oncology* Biology* Physics 99 (2), 344-352, 2017
1422017
Development and validation of a radiomic signature to predict HPV (p16) status from standard CT imaging: a multicenter study
RTH Leijenaar, M Bogowicz, A Jochems, FJP Hoebers, FWR Wesseling, ...
The British journal of radiology 91 (1086), 20170498, 2018
1392018
Results and adverse events of personalized peptide receptor radionuclide therapy with 90Yttrium and 177Lutetium in 1048 patients with neuroendocrine neoplasms
RP Baum, HR Kulkarni, A Singh, D Kaemmerer, D Mueller, V Prasad, ...
Oncotarget 9 (24), 16932, 2018
1332018
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
1322020
Decision support systems in oncology
S Walsh, EEC de Jong, JE van Timmeren, A Ibrahim, I Compter, ...
JCO clinical cancer informatics 3, 1-9, 2019
1172019
Deep learning in fracture detection: a narrative review
PHS Kalmet, S Sanduleanu, S Primakov, G Wu, A Jochems, T Refaee, ...
Acta orthopaedica 91 (2), 215-220, 2020
1122020
Systematic review of privacy-preserving distributed machine learning from federated databases in health care
F Zerka, S Barakat, S Walsh, M Bogowicz, RTH Leijenaar, A Jochems, ...
JCO clinical cancer informatics 4, 184-200, 2020
1102020
A deep look into the future of quantitative imaging in oncology: a statement of working principles and proposal for change
O Morin, M Vallières, A Jochems, HC Woodruff, G Valdes, SE Braunstein, ...
International Journal of Radiation Oncology* Biology* Physics 102 (4), 1074-1082, 2018
992018
A review on radiomics and the future of theranostics for patient selection in precision medicine
SA Keek, RTH Leijenaar, A Jochems, HC Woodruff
The British journal of radiology 91 (1091), 20170926, 2018
802018
Long‐lasting intrinsic persistent firing in rat CA1 pyramidal cells: A possible mechanism for active maintenance of memory
B Knauer, A Jochems, MJ Valero‐Aracama, M Yoshida
Hippocampus 23 (9), 820-831, 2013
742013
Pre-treatment CT radiomics to predict 3-year overall survival following chemoradiotherapy of esophageal cancer
RTHM Larue, R Klaassen, A Jochems, RTH Leijenaar, MCCM Hulshof, ...
Acta oncologica 57 (11), 1475-1481, 2018
652018
Automated detection and segmentation of non-small cell lung cancer computed tomography images
SP Primakov, A Ibrahim, JE van Timmeren, G Wu, SA Keek, M Beuque, ...
Nature communications 13 (1), 3423, 2022
642022
Structural and functional radiomics for lung cancer
G Wu, A Jochems, T Refaee, A Ibrahim, C Yan, S Sanduleanu, ...
European Journal of Nuclear Medicine and Molecular Imaging 48, 3961-3974, 2021
582021
Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer
M Bogowicz, A Jochems, TM Deist, S Tanadini-Lang, SH Huang, B Chan, ...
Scientific reports 10 (1), 4542, 2020
582020
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Artikelen 1–20