| Radiomics: Extracting more information from medical images using advanced feature analysis P Lambin, E Rios-Velazquez, R Leijenaar, S Carvalho, ... European Journal of Cancer, 2012 | 5445 | 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 | 5065 | 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 | 4431 | 2017 |
| 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 | 2303 | 2012 |
| Characterisation and classification of oligometastatic disease: a European Society for Radiotherapy and Oncology and European Organisation for Research and Treatment of Cancer … M Guckenberger, Y Lievens, AB Bouma, L Collette, A Dekker, MS Nandita, ... The Lancet Oncology 21 (1), e18-e28, 2020 | 822 | 2020 |
| Repeatability and reproducibility of radiomic features: a systematic review A Traverso, L Wee, A Dekker, R Gillies International Journal of Radiation Oncology* Biology* Physics 102 (4), 1143-1158, 2018 | 739 | 2018 |
| Three-dimensional photoacoustic imaging of blood vessels in tissue CGA Hoelen, FFM De Mul, R Pongers, A Dekker Optics letters 23 (8), 648-650, 1998 | 622 | 1998 |
| 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 | 474 | 2013 |
| 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 | 456 | 2013 |
| Clinical evaluation of atlas and deep learning based automatic contouring for lung cancer T Lustberg, J van Soest, M Gooding, D Peressutti, P Aljabar, ... Radiotherapy and Oncology 126 (2), 312-317, 2018 | 377 | 2018 |
| Pet-ct–based auto-contouring in non–small-cell lung cancer correlates with pathology and reduces interobserver variability in the delineation of the primary tumor and involved … A Van Baardwijk, G Bosmans, L Boersma, J Buijsen, S Wanders, ... International Journal of Radiation Oncology* Biology* Physics 68 (3), 771-778, 2007 | 339 | 2007 |
| Vulnerabilities of radiomic signature development: the need for safeguards ML Welch, C McIntosh, B Haibe-Kains, MF Milosevic, L Wee, A Dekker, ... Radiotherapy and Oncology 130, 2-9, 2019 | 301 | 2019 |
| Monitoring respiration based on plethysmographic heart rate signal ALAJ Dekker US Patent 6,702,752, 2004 | 301 | 2004 |
| 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 | 300 | 2018 |
| Quantitative computed tomographic descriptors associate tumor shape complexity and intratumor heterogeneity with prognosis in lung adenocarcinoma O Grove, AE Berglund, MB Schabath, HJWL Aerts, A Dekker, H Wang, ... PloS one 10 (3), e0118261, 2015 | 295 | 2015 |
| Monitoring physiological parameters based on variations in a photoplethysmographic signal ALAJ Dekker US Patent 7,001,337, 2006 | 283 | 2006 |
| Autosegmentation for thoracic radiation treatment planning: a grand challenge at AAPM 2017 J Yang, H Veeraraghavan, SG Armato III, K Farahani, JS Kirby, ... Medical physics 45 (10), 4568-4581, 2018 | 260 | 2018 |
| Epicardial left ventricular lead placement for cardiac resynchronization therapy: optimal pace site selection with pressure-volume loops A Dekker, B Phelps, B Dijkman, T van Der Nagel, FH van Der Veen, ... The Journal of thoracic and cardiovascular surgery 127 (6), 1641-1647, 2004 | 247 | 2004 |
| Apparatus and method for monitoring respiration with a pulse oximeter ALAJ Dekker US Patent 6,709,402, 2004 | 239 | 2004 |
| Identification of residual metabolic-active areas within individual NSCLC tumours using a pre-radiotherapy 18Fluorodeoxyglucose-PET-CT scan HJWL Aerts, AAW van Baardwijk, SF Petit, C Offermann, J van Loon, ... Radiotherapy and oncology 91 (3), 386-392, 2009 | 230 | 2009 |
Philippe LambinProfessor of Precision Medicine, Maastricht University & Scientist ULBVerified email at maastrichtuniversity.nl