Radiomics: extracting more information from medical images using advanced feature analysis P Lambin, E Rios-Velazquez, R Leijenaar, S Carvalho, ... European journal of cancer 48 (4), 441-446, 2012 | 5069 | 2012 |
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach HJWL Aerts, ER Velazquez, RTH Leijenaar, C Parmar, P Grossmann, ... Nature communications 5 (1), 4006, 2014 | 4823 | 2014 |
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 | 4017 | 2017 |
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 | 2498 | 2020 |
Radiomics: the process and the challenges V Kumar, Y Gu, S Basu, A Berglund, SA Eschrich, MB Schabath, K Forster, ... Magnetic resonance imaging 30 (9), 1234-1248, 2012 | 2189 | 2012 |
Imaging biomarker roadmap for cancer studies JPB O'connor, EO Aboagye, JE Adams, HJWL Aerts, SF Barrington, ... Nature reviews Clinical oncology 14 (3), 169-186, 2017 | 1053 | 2017 |
Machine learning methods for quantitative radiomic biomarkers C Parmar, P Grossmann, J Bussink, P Lambin, HJWL Aerts Scientific reports 5 (1), 1-11, 2015 | 996 | 2015 |
The unfolded protein response protects human tumor cells during hypoxia through regulation of the autophagy genes MAP1LC3B and ATG5 KMA Rouschop, T van den Beucken, L Dubois, H Niessen, J Bussink, ... The Journal of clinical investigation 120 (1), 127-141, 2010 | 893 | 2010 |
Low-dose hypersensitivity: current status and possible mechanisms MC Joiner, B Marples, P Lambin, SC Short, I Turesson International Journal of Radiation Oncology* Biology* Physics 49 (2), 379-389, 2001 | 777 | 2001 |
CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma TP Coroller, P Grossmann, Y Hou, ER Velazquez, RTH Leijenaar, ... Radiotherapy and Oncology 114 (3), 345-350, 2015 | 757 | 2015 |
Robust radiomics feature quantification using semiautomatic volumetric segmentation C Parmar, E Rios Velazquez, R Leijenaar, M Jermoumi, S Carvalho, ... PloS one 9 (7), e102107, 2014 | 633 | 2014 |
A literature review of electronic portal imaging for radiotherapy dosimetry W Van Elmpt, L McDermott, S Nijsten, M Wendling, P Lambin, B Mijnheer Radiotherapy and oncology 88 (3), 289-309, 2008 | 620 | 2008 |
Nomograms for predicting local recurrence, distant metastases, and overall survival for patients with locally advanced rectal cancer on the basis of European randomized … V Valentini, RGPM Van Stiphout, G Lammering, MA Gambacorta, ... Journal of clinical oncology 29 (23), 3163-3172, 2011 | 560 | 2011 |
Selection of patients for radiotherapy with protons aiming at reduction of side effects: the model-based approach JA Langendijk, P Lambin, D De Ruysscher, J Widder, M Bos, M Verheij Radiotherapy and Oncology 107 (3), 267-273, 2013 | 536 | 2013 |
Spatial genomic heterogeneity within localized, multifocal prostate cancer PC Boutros, M Fraser, NJ Harding, R De Borja, D Trudel, E Lalonde, ... Nature genetics 47 (7), 736-745, 2015 | 526 | 2015 |
Radiomic feature clusters and prognostic signatures specific for lung and head & neck cancer C Parmar, RTH Leijenaar, P Grossmann, E Rios Velazquez, J Bussink, ... Scientific reports 5 (1), 11044, 2015 | 483 | 2015 |
Stability of FDG-PET radiomics features: an integrated analysis of test-retest and inter-observer variability RTH Leijenaar, S Carvalho, ER Velazquez, WJC Van Elmpt, C Parmar, ... Acta oncologica 52 (7), 1391-1397, 2013 | 467 | 2013 |
The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis RTH Leijenaar, G Nalbantov, S Carvalho, WJ Van Elmpt, EGC Troost, ... Scientific reports 5 (1), 11075, 2015 | 456 | 2015 |
Predicting outcomes in radiation oncology—multifactorial decision support systems P Lambin, RGPM Van Stiphout, MHW Starmans, E Rios-Velazquez, ... Nature reviews Clinical oncology 10 (1), 27-40, 2013 | 448 | 2013 |
Time between the first day of chemotherapy and the last day of chest radiation is the most important predictor of survival in limited-disease small-cell lung cancer D De Ruysscher, M Pijls-Johannesma, SM Bentzen, A Minken, ... Journal of Clinical Oncology 24 (7), 1057-1063, 2006 | 422 | 2006 |