| 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 | 3865 | 2017 |
| 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 | 280 | 2018 |
| 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 | 227 | 2018 |
| 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 | 204 | 2016 |
| 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 | 166 | 2017 |
| 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 | 148 | 2017 |
| 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 | 143 | 2017 |
| 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 | 140 | 2018 |
| 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 | 134 | 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 | 133 | 2020 |
| 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 | 119 | 2020 |
| 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 | 118 | 2019 |
| 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 | 113 | 2020 |
| 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 | 100 | 2018 |
| 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 | 80 | 2018 |
| 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 | 74 | 2013 |
| 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 | 67 | 2022 |
| 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 | 67 | 2018 |
| 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 | 61 | 2021 |
| 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 | 60 | 2020 |
Philippe LambinProfessor of Precision Medicine, Maastricht University & Scientist ULBVerified email at maastrichtuniversity.nl
