| 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, 2017 | 4260 | 2017 |
| Radiomics in medical imaging—“how-to” guide and critical reflection JE van Timmeren, D Cester, S Tanadini-Lang, H Alkadhi, B Baessler Insights into Imaging 11 (1), 1-16, 2020 | 956 | 2020 |
| Radiomics: from qualitative to quantitative imaging W Rogers, S Thulasi Seetha, TAG Refaee, RIY Lieverse, RWY Granzier, ... The British Journal of Radiology 93 (1108), 20190948, 2020 | 253 | 2020 |
| Influence of gray level discretization on radiomic feature stability for different CT scanners, tube currents and slice thicknesses: a comprehensive phantom study RTHM Larue, JE van Timmeren, EEC de Jong, G Feliciani, RTH Leijenaar, ... Acta Oncologica 56 (11), 1544-1553, 2017 | 248 | 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 | 231 | 2018 |
| Survival prediction of non-small cell lung cancer patients using radiomics analyses of cone-beam CT images JE van Timmeren, RTH Leijenaar, W van Elmpt, B Reymen, C Oberije, ... Radiotherapy and Oncology 123 (3), 363-369, 2017 | 184 | 2017 |
| Test–retest data for radiomics feature stability analysis: generalizable or study-specific? JE van Timmeren, RTH Leijenaar, W van Elmpt, J Wang, Z Zhang, ... Tomography 2 (4), 361-365, 2016 | 179 | 2016 |
| 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 | 158 | 2017 |
| 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 | 134 | 2019 |
| Radiomics applied to lung cancer: a review M Scrivener, EEC de Jong, JE van Timmeren, T Pieters, B Ghaye, X Geets Translational Cancer Research 5 (4), 398-409, 2016 | 108 | 2016 |
| 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 | 87 | 2022 |
| 4DCT imaging to assess radiomics feature stability: An investigation for thoracic cancers RTHM Larue, L Van De Voorde, JE van Timmeren, RTH Leijenaar, ... Radiotherapy and Oncology 125 (1), 147-153, 2017 | 79 | 2017 |
| 18F-fluorodeoxyglucose positron-emission tomography (FDG-PET)-Radiomics of metastatic lymph nodes and primary tumor in non-small cell lung cancer (NSCLC … S Carvalho, RTH Leijenaar, EGC Troost, JE van Timmeren, C Oberije, ... PloS one 13 (3), e0192859, 2018 | 78 | 2018 |
| Feature selection methodology for longitudinal cone-beam CT radiomics JE van Timmeren, RTH Leijenaar, W van Elmpt, B Reymen, P Lambin Acta Oncologica 56 (11), 1537-1543, 2017 | 78 | 2017 |
| MRI-based radiomics in breast cancer: feature robustness with respect to inter-observer segmentation variability RWY Granzier, NMH Verbakel, A Ibrahim, JE Van Timmeren, ... scientific reports 10 (1), 14163, 2020 | 71 | 2020 |
| Longitudinal radiomics of cone-beam CT images from non-small cell lung cancer patients: Evaluation of the added prognostic value for overall survival and locoregional recurrence JE van Timmeren, W van Elmpt, RTH Leijenaar, B Reymen, ... Radiotherapy and Oncology 136, 78-85, 2019 | 67 | 2019 |
| Radiomics in medical imaging—“how-to” guide and critical reflection. Insights Imaging 11: 91 JE van Timmeren, D Cester, S Tanadini-Lang, H Alkadhi, B Baessler | 54 | 2020 |
| MR-guided radiotherapy for head and neck cancer: current developments, perspectives, and challenges S Boeke, D Mönnich, JE Van Timmeren, P Balermpas Frontiers in Oncology 11, 616156, 2021 | 47 | 2021 |
| Treatment plan quality during online adaptive re-planning JE van Timmeren, M Chamberlain, J Krayenbuehl, L Wilke, S Ehrbar, ... Radiation Oncology 15 (1), 1-11, 2020 | 45 | 2020 |
| Challenges and caveats of a multi-center retrospective radiomics study: an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics JE van Timmeren, S Carvalho, RTH Leijenaar, EGC Troost, W van Elmpt, ... PloS one 14 (6), e0217536, 2019 | 44 | 2019 |