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
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
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
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
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
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
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
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
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
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
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
Persistent firing supported by an intrinsic cellular mechanism in hippocampal CA 3 pyramidal cells
A Jochems, M Yoshida
European Journal of Neuroscience 38 (2), 2250-2259, 2013
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
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
Cholinergic modulation of the CAN current may adjust neural dynamics for active memory maintenance, spatial navigation and time-compressed replay
M Yoshida, B Knauer, A Jochems
Frontiers in neural circuits 6, 10, 2012
Stereotactic radiosurgery in the management of patients with brain metastases of non-small cell lung cancer: indications, decision tools and future directions
D Hartgerink, B van der Heijden, D De Ruysscher, A Postma, ...
Frontiers in oncology 8, 154, 2018
Applicability of a prognostic CT-based radiomic signature model trained on stage I-III non-small cell lung cancer in stage IV non-small cell lung cancer
EEC de Jong, W van Elmpt, S Rizzo, A Colarieti, G Spitaleri, ...
Lung Cancer 124, 6-11, 2018
Individualized early death and long-term survival prediction after stereotactic radiosurgery for brain metastases of non-small cell lung cancer: two externally validated nomograms
JD Zindler, A Jochems, FJ Lagerwaard, R Beumer, EGC Troost, ...
Radiotherapy and Oncology 123 (2), 189-194, 2017
Big data in radiation therapy: Challenges and opportunities
T Lustberg, J van Soest, A Jochems, T Deist, Y van Wijk, S Walsh, ...
The British journal of radiology 90 (1069), 20160689, 2017
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
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