| The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping A Zwanenburg, M Vallières, MA Abdalah, HJWL Aerts, V Andrearczyk, ... Radiology 295 (2), 328-338, 2020 | 2379 | 2020 |
| Computed tomography radiomics predicts HPV status and local tumor control after definitive radiochemotherapy in head and neck squamous cell carcinoma M Bogowicz, O Riesterer, K Ikenberg, S Stieb, H Moch, G Studer, ... International Journal of Radiation Oncology* Biology* Physics 99 (4), 921-928, 2017 | 185 | 2017 |
| Influence of inter-observer delineation variability on radiomics stability in different tumor sites M Pavic, M Bogowicz, X Würms, S Glatz, T Finazzi, O Riesterer, J Roesch, ... Acta Oncologica 57 (8), 1070-1074, 2018 | 179 | 2018 |
| Comparison of PET and CT radiomics for prediction of local tumor control in head and neck squamous cell carcinoma M Bogowicz, O Riesterer, LS Stark, G Studer, J Unkelbach, ... Acta oncologica 56 (11), 1531-1536, 2017 | 154 | 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 | 142 | 2018 |
| 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 | 114 | 2020 |
| Post-radiochemotherapy PET radiomics in head and neck cancer–the influence of radiomics implementation on the reproducibility of local control tumor models M Bogowicz, RTH Leijenaar, S Tanadini-Lang, O Riesterer, M Pruschy, ... Radiotherapy and Oncology 125 (3), 385-391, 2017 | 101 | 2017 |
| Radiomics, tumor volume, and blood biomarkers for early prediction of pseudoprogression in patients with metastatic melanoma treated with immune checkpoint inhibition L Basler, HS Gabryś, SA Hogan, M Pavic, M Bogowicz, D Vuong, ... Clinical Cancer Research 26 (16), 4414-4425, 2020 | 77 | 2020 |
| 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 | 61 | 2020 |
| CT radiomics and PET radiomics: ready for clinical implementation? M Bogowicz, D Vuong, MW Huellner, M Pavic, N Andratschke, HS Gabrys, ... The quarterly journal of nuclear medicine and molecular imaging: official …, 2019 | 56 | 2019 |
| Stability of radiomic features in CT perfusion maps M Bogowicz, O Riesterer, RA Bundschuh, P Veit-Haibach, M Hüllner, ... Physics in Medicine & Biology 61 (24), 8736, 2016 | 56 | 2016 |
| Combined CT radiomics of primary tumor and metastatic lymph nodes improves prediction of loco-regional control in head and neck cancer M Bogowicz, S Tanadini-Lang, M Guckenberger, O Riesterer Scientific reports 9 (1), 15198, 2019 | 52 | 2019 |
| Treatment plan quality during online adaptive re-planning JE van Timmeren, M Chamberlain, J Krayenbuehl, L Wilke, S Ehrbar, ... Radiation Oncology 15, 1-11, 2020 | 43 | 2020 |
| Exploratory radiomics in computed tomography perfusion of prostate cancer S Tanadini-Lang, M Bogowicz, P Veit-Haibach, M Huellner, C Pauli, ... Anticancer research 38 (2), 685-690, 2018 | 37 | 2018 |
| Radiomic biomarkers for head and neck squamous cell carcinoma S Tanadini-Lang, P Balermpas, M Guckenberger, M Pavic, O Riesterer, ... Strahlentherapie und Onkologie 196 (10), 868-878, 2020 | 35 | 2020 |
| Results from the image biomarker standardisation initiative A Zwanenburg, M Abdalah, S Ashrafinia, J Beukinga, M Bogowicz, ... Radiotherapy and Oncology, 2018 | 33 | 2018 |
| FDG PET versus CT radiomics to predict outcome in malignant pleural mesothelioma patients M Pavic, M Bogowicz, J Kraft, D Vuong, M Mayinger, SGC Kroeze, ... EJNMMI research 10, 1-8, 2020 | 30 | 2020 |
| Interchangeability of radiomic features between [18F]‐FDG PET/CT and [18F]‐FDG PET/MR D Vuong, S Tanadini‐Lang, MW Huellner, P Veit‐Haibach, J Unkelbach, ... Medical physics 46 (4), 1677-1685, 2019 | 27 | 2019 |
| Applicability of radiomics in interstitial lung disease associated with systemic sclerosis: proof of concept K Martini, B Baessler, M Bogowicz, C Blüthgen, M Mannil, ... European radiology 31, 1987-1998, 2021 | 25 | 2021 |
| Radiomics feature activation maps as a new tool for signature interpretability D Vuong, S Tanadini-Lang, Z Wu, R Marks, J Unkelbach, S Hillinger, ... Frontiers in Oncology 10, 578895, 2020 | 23 | 2020 |
