The application of a workflow integrating the variable reproducibility and harmonizability of radiomic features on a phantom dataset
Ibrahim, Abdalla, Refaee, Turkey, Leijenaar, Ralph T H, Primakov, Sergey, Hustinx, Roland, Mottaghy, Felix M, Woodruff, Henry C, Maidment, Andrew D A, Lambin, Philippe
Published in PloS one (07.05.2021)
Published in PloS one (07.05.2021)
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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
van Timmeren, Janna E, Carvalho, Sara, Leijenaar, Ralph T H, Troost, Esther G C, van Elmpt, Wouter, de Ruysscher, Dirk, Muratet, Jean-Pierre, Denis, Fabrice, Schimek-Jasch, Tanja, Nestle, Ursula, Jochems, Arthur, Woodruff, Henry C, Oberije, Cary, Lambin, Philippe
Published in PloS one (03.06.2019)
Published in PloS one (03.06.2019)
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Deep learning for the fully automated segmentation of the inner ear on MRI
Vaidyanathan, Akshayaa, van der Lubbe, Marly F. J. A., Leijenaar, Ralph T. H., van Hoof, Marc, Zerka, Fadila, Miraglio, Benjamin, Primakov, Sergey, Postma, Alida A., Bruintjes, Tjasse D., Bilderbeek, Monique A. L., Sebastiaan, Hammer, Dammeijer, Patrick F. M., van Rompaey, Vincent, Woodruff, Henry C., Vos, Wim, Walsh, Seán, van de Berg, Raymond, Lambin, Philippe
Published in Scientific reports (03.02.2021)
Published in Scientific reports (03.02.2021)
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External validation of a radiomic signature to predict p16 (HPV) status from standard CT images of anal cancer patients
Leijenaar, Ralph T. H., Walsh, Sean, Akshayaa Vaidyanathan, Aliboni, Lorenzo, Sanchez, Victoria Lopez, Leech, Michelle, Joyce, Ronan, Gillham, Charles, Kridelka, Frédéric, Hustinx, Roland, Danthine, Denis, Occhipinti, Mariaelena, Vos, Wim, Guiot, Julien, Lambin, Philippe, Lovinfosse, Pierre
Published in Scientific reports (03.05.2023)
Published in Scientific reports (03.05.2023)
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Diagnosis of Invasive Lung Adenocarcinoma Based on Chest CT Radiomic Features of Part-Solid Pulmonary Nodules: A Multicenter Study
Wu, Guangyao, Woodruff, Henry C, Shen, Jing, Refaee, Turkey, Sanduleanu, Sebastian, Ibrahim, Abdalla, Leijenaar, Ralph T H, Wang, Rui, Xiong, Jingtong, Bian, Jie, Wu, Jianlin, Lambin, Philippe
Published in Radiology (01.11.2020)
Published in Radiology (01.11.2020)
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Radiomic feature clusters and Prognostic Signatures specific for Lung and Head & Neck cancer
Parmar, Chintan, Leijenaar, Ralph T. H., Grossmann, Patrick, Rios Velazquez, Emmanuel, Bussink, Johan, Rietveld, Derek, Rietbergen, Michelle M., Haibe-Kains, Benjamin, Lambin, Philippe, Aerts, Hugo J.W.L.
Published in Scientific reports (05.06.2015)
Published in Scientific reports (05.06.2015)
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A review in radiomics: Making personalized medicine a reality via routine imaging
Guiot, Julien, Vaidyanathan, Akshayaa, Deprez, Louis, Zerka, Fadila, Danthine, Denis, Frix, Anne‐Noelle, Lambin, Philippe, Bottari, Fabio, Tsoutzidis, Nathan, Miraglio, Benjamin, Walsh, Sean, Vos, Wim, Hustinx, Roland, Ferreira, Marta, Lovinfosse, Pierre, Leijenaar, Ralph T.H.
Published in Medicinal research reviews (01.01.2022)
Published in Medicinal research reviews (01.01.2022)
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[18F]FDG PET/CT-based response assessment of stage IV non-small cell lung cancer treated with paclitaxel-carboplatin-bevacizumab with or without nitroglycerin patches
de Jong, Evelyn E. C., van Elmpt, Wouter, Leijenaar, Ralph T. H., Hoekstra, Otto S., Groen, Harry J. M., Smit, Egbert F., Boellaard, Ronald, van der Noort, Vincent, Troost, Esther G. C., Lambin, Philippe, Dingemans, Anne-Marie C.
Published in European journal of nuclear medicine and molecular imaging (01.01.2017)
Published in European journal of nuclear medicine and molecular imaging (01.01.2017)
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Influence of gray level discretization on radiomic feature stability for different CT scanners, tube currents and slice thicknesses: a comprehensive phantom study
Larue, Ruben T H M, van Timmeren, Janna E, de Jong, Evelyn E C, Feliciani, Giacomo, Leijenaar, Ralph T H, Schreurs, Wendy M J, Sosef, Meindert N, Raat, Frank H P J, van der Zande, Frans H R, Das, Marco, van Elmpt, Wouter, Lambin, Philippe
Published in Acta oncologica (02.11.2017)
Published in Acta oncologica (02.11.2017)
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Feature selection methodology for longitudinal cone-beam CT radiomics
van Timmeren, Janna E, Leijenaar, Ralph T H, van Elmpt, Wouter, Reymen, Bart, Lambin, Philippe
Published in Acta oncologica (02.11.2017)
Published in Acta oncologica (02.11.2017)
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Stability of FDG-PET Radiomics features: An integrated analysis of test-retest and inter-observer variability
Leijenaar, Ralph T. H., Carvalho, Sara, Velazquez, Emmanuel Rios, van Elmpt, Wouter J. C., Parmar, Chintan, Hoekstra, Otto S., Hoekstra, Corneline J., Boellaard, Ronald, Dekker, André L. A. J., Gillies, Robert J., Aerts, Hugo J. W. L., Lambin, Philippe
Published in Acta oncologica (01.10.2013)
Published in Acta oncologica (01.10.2013)
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[18F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation
Ferreira, Marta, Lovinfosse, Pierre, Hermesse, Johanne, Decuypere, Marjolein, Rousseau, Caroline, Lucia, François, Schick, Ulrike, Reinhold, Caroline, Robin, Philippe, Hatt, Mathieu, Visvikis, Dimitris, Bernard, Claire, Leijenaar, Ralph T. H., Kridelka, Frédéric, Lambin, Philippe, Meyer, Patrick E., Hustinx, Roland
Published in European journal of nuclear medicine and molecular imaging (01.10.2021)
Published in European journal of nuclear medicine and molecular imaging (01.10.2021)
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18F-fluorodeoxyglucose positron-emission tomography (FDG-PET)-Radiomics of metastatic lymph nodes and primary tumor in non-small cell lung cancer (NSCLC) - A prospective externally validated study
Carvalho, Sara, Leijenaar, Ralph T H, Troost, Esther G C, van Timmeren, Janna E, Oberije, Cary, van Elmpt, Wouter, de Geus-Oei, Lioe-Fee, Bussink, Johan, Lambin, Philippe
Published in PloS one (01.03.2018)
Published in PloS one (01.03.2018)
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Static FET PET radiomics for the differentiation of treatment-related changes from glioma progression
Müller, Marguerite, Winz, Oliver, Gutsche, Robin, Leijenaar, Ralph T. H., Kocher, Martin, Lerche, Christoph, Filss, Christian P., Stoffels, Gabriele, Steidl, Eike, Hattingen, Elke, Steinbach, Joachim P., Maurer, Gabriele D., Heinzel, Alexander, Galldiks, Norbert, Mottaghy, Felix M., Langen, Karl-Josef, Lohmann, Philipp
Published in Journal of neuro-oncology (01.09.2022)
Published in Journal of neuro-oncology (01.09.2022)
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Blockchain for Privacy Preserving and Trustworthy Distributed Machine Learning in multicentric Medical Imaging (C-DistriM)
Zerka, Fadila, Urovi, Visara, Vaidyanathan, Akshayaa, Barakat, Samir, Leijenaar, Ralph T.H., Walsh, Sean, Gabrani-Juma, Hanif, Miraglio, Benjamin, Woodruff, Henry C., Dumontier, Michel, Lambin, Philippe
Published in IEEE access (01.01.2020)
Published in IEEE access (01.01.2020)
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Defining the biological basis of radiomic phenotypes in lung cancer
Grossmann, Patrick, Stringfield, Olya, El-Hachem, Nehme, Bui, Marilyn M, Rios Velazquez, Emmanuel, Parmar, Chintan, Leijenaar, Ralph Th, Haibe-Kains, Benjamin, Lambin, Philippe, Gillies, Robert J, Aerts, Hugo Jwl
Published in eLife (21.07.2017)
Published in eLife (21.07.2017)
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Correction to: [18F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation
Ferreira, Marta, Lovinfosse, Pierre, Hermesse, Johanne, Decuypere, Marjolein, Rousseau, Caroline, Lucia, François, Schick, Ulrike, Reinhold, Caroline, Robin, Philippe, Hatt, Mathieu, Visvikis, Dimitris, Bernard, Claire, Leijenaar, Ralph T. H., Kridelka, Frédéric, Lambin, Philippe, Meyer, Patrick E., Hustinx, Roland
Published in European journal of nuclear medicine and molecular imaging (01.10.2021)
Published in European journal of nuclear medicine and molecular imaging (01.10.2021)
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Development and Validation of an Automated Radiomic CT Signature for Detecting COVID-19
Guiot, Julien, Vaidyanathan, Akshayaa, Deprez, Louis, Zerka, Fadila, Danthine, Denis, Frix, Anne-Noëlle, Thys, Marie, Henket, Monique, Canivet, Gregory, Mathieu, Stephane, Eftaxia, Evanthia, Lambin, Philippe, Tsoutzidis, Nathan, Miraglio, Benjamin, Walsh, Sean, Moutschen, Michel, Louis, Renaud, Meunier, Paul, Vos, Wim, Leijenaar, Ralph T H, Lovinfosse, Pierre
Published in Diagnostics (Basel) (01.01.2021)
Published in Diagnostics (Basel) (01.01.2021)
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Privacy preserving distributed learning classifiers – Sequential learning with small sets of data
Zerka, Fadila, Urovi, Visara, Bottari, Fabio, Leijenaar, Ralph T.H., Walsh, Sean, Gabrani-Juma, Hanif, Gueuning, Martin, Vaidyanathan, Akshayaa, Vos, Wim, Occhipinti, Mariaelena, Woodruff, Henry C., Dumontier, Michel, Lambin, Philippe
Published in Computers in biology and medicine (01.09.2021)
Published in Computers in biology and medicine (01.09.2021)
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Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
Aerts, Hugo J. W. L., Velazquez, Emmanuel Rios, Leijenaar, Ralph T. H., Parmar, Chintan, Grossmann, Patrick, Carvalho, Sara, Bussink, Johan, Monshouwer, René, Haibe-Kains, Benjamin, Rietveld, Derek, Hoebers, Frank, Rietbergen, Michelle M., Leemans, C. René, Dekker, Andre, Quackenbush, John, Gillies, Robert J., Lambin, Philippe
Published in Nature communications (03.06.2014)
Published in Nature communications (03.06.2014)
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