Ralph T.H. Leijenaar
Ralph T.H. Leijenaar
Postdoc at Maastricht University, Maastricht, the Netherlands
Verified email at maastrichtuniversity.nl
TitleCited byYear
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
HJWL Aerts, ER Velazquez, RTH Leijenaar, C Parmar, P Grossmann, ...
Nature communications 5, 4006, 2014
16552014
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
12752012
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
4002017
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
3312015
Robust radiomics feature quantification using semiautomatic volumetric segmentation
C Parmar, ER Velazquez, R Leijenaar, M Jermoumi, S Carvalho, RH Mak, ...
PloS one 9 (7), e102107, 2014
2412014
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
2282013
Radiomic feature clusters and prognostic signatures specific for lung and head & neck cancer
C Parmar, RTH Leijenaar, P Grossmann, ER Velazquez, J Bussink, ...
Scientific reports 5, 11044, 2015
2252015
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, 11075, 2015
1892015
Rapid Learning health care in oncology’–An approach towards decision support systems enabling customised radiotherapy
P Lambin, E Roelofs, B Reymen, ER Velazquez, J Buijsen, CML Zegers, ...
Radiotherapy and Oncology 109 (1), 159-164, 2013
1452013
External validation of a prognostic CT-based radiomic signature in oropharyngeal squamous cell carcinoma
RTH Leijenaar, S Carvalho, FJP Hoebers, HJWL Aerts, WJC van Elmpt, ...
Acta Oncologica 54 (9), 1423-1429, 2015
942015
Defining the biological basis of radiomic phenotypes in lung cancer
P Grossmann, O Stringfield, N El-Hachem, MM Bui, ER Velazquez, ...
Elife 6, e23421, 2017
742017
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
732017
Is there a causal relationship between genetic changes and radiomics-based image features? An in vivo preclinical experiment with doxycycline inducible GADD34 tumor cells
KM Panth, RTH Leijenaar, S Carvalho, NG Lieuwes, A Yaromina, ...
Radiotherapy and Oncology 116 (3), 462-466, 2015
632015
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
502017
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
472017
Modern clinical research: How rapid learning health care and cohort multiple randomised clinical trials complement traditional evidence based medicine
P Lambin, J Zindler, B Vanneste, L van de Voorde, M Jacobs, D Eekers, ...
Acta Oncologica 54 (9), 1289-1300, 2015
472015
Prognostic value of metabolic metrics extracted from baseline positron emission tomography images in non-small cell lung cancer
S Carvalho, RTH Leijenaar, ER Velazquez, C Oberije, C Parmar, ...
Acta Oncologica 52 (7), 1398-1404, 2013
362013
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, 2016
292016
Predictive and prognostic value of CT based radiomics signature in locally advanced head and neck cancers patients treated with concurrent chemoradiotherapy or bioradiotherapy†…
D Ou, P Blanchard, S Rosellini, A Levy, F Nguyen, RTH Leijenaar, ...
Oral oncology 71, 150-155, 2017
282017
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
232017
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