Radiomics: the bridge between medical imaging and personalized medicine
Lambin, Philippe, Leijenaar, Ralph T.H., Deist, Timo M., Peerlings, Jurgen, de Jong, Evelyn E.C., van Timmeren, Janita, Sanduleanu, Sebastian, Larue, Ruben T.H.M., Even, Aniek J.G., Jochems, Arthur, van Wijk, Yvonka, Woodruff, Henry, van Soest, Johan, Lustberg, Tim, Roelofs, Erik, van Elmpt, Wouter, Dekker, Andre, Mottaghy, Felix M., Wildberger, Joachim E., Walsh, Sean
Published in Nature reviews. Clinical oncology (01.12.2017)
Published in Nature reviews. Clinical oncology (01.12.2017)
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Journal Article
CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma
Coroller, Thibaud P, Grossmann, Patrick, Hou, Ying, Rios Velazquez, Emmanuel, Leijenaar, Ralph T.H, Hermann, Gretchen, Lambin, Philippe, Haibe-Kains, Benjamin, Mak, Raymond H, Aerts, Hugo J.W.L
Published in Radiotherapy and oncology (01.03.2015)
Published in Radiotherapy and oncology (01.03.2015)
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Journal Article
The Emerging Role of Radiomics in COPD and Lung Cancer
Refaee, Turkey, Wu, Guangyao, Ibrahim, Abdallah, Halilaj, Iva, Leijenaar, Ralph T.H., Rogers, William, Gietema, Hester A., Hendriks, Lizza E.L., Lambin, Philippe, Woodruff, Henry C.
Published in Respiration (01.02.2020)
Published in Respiration (01.02.2020)
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Journal Article
Survival prediction of non-small cell lung cancer patients using radiomics analyses of cone-beam CT images
van Timmeren, Janna E, Leijenaar, Ralph T.H, van Elmpt, Wouter, Reymen, Bart, Oberije, Cary, Monshouwer, René, Bussink, Johan, Brink, Carsten, Hansen, Olfred, Lambin, Philippe
Published in Radiotherapy and oncology (01.06.2017)
Published in Radiotherapy and oncology (01.06.2017)
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Journal Article
The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis
Leijenaar, Ralph T.H., Nalbantov, Georgi, Carvalho, Sara, van Elmpt, Wouter J.C., Troost, Esther G.C., Boellaard, Ronald, Aerts, Hugo J.W.L, Gillies, Robert J., Lambin, Philippe
Published in Scientific reports (05.08.2015)
Published in Scientific reports (05.08.2015)
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Journal Article
Is there a causal relationship between genetic changes and radiomics-based image features? An in vivo preclinical experiment with doxycycline inducible GADD34 tumor cells
Panth, Kranthi Marella, Leijenaar, Ralph T.H, Carvalho, Sara, Lieuwes, Natasja G, Yaromina, Ala, Dubois, Ludwig, Lambin, Philippe
Published in Radiotherapy and oncology (01.09.2015)
Published in Radiotherapy and oncology (01.09.2015)
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Journal Article
Post-radiochemotherapy PET radiomics in head and neck cancer – The influence of radiomics implementation on the reproducibility of local control tumor models
Bogowicz, Marta, Leijenaar, Ralph T.H., Tanadini-Lang, Stephanie, Riesterer, Oliver, Pruschy, Martin, Studer, Gabriela, Unkelbach, Jan, Guckenberger, Matthias, Konukoglu, Ender, Lambin, Philippe
Published in Radiotherapy and oncology (01.12.2017)
Published in Radiotherapy and oncology (01.12.2017)
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Journal Article
Computed Tomography-based Radiomics for Risk Stratification in Prostate Cancer
Osman, Sarah O.S., Leijenaar, Ralph T.H., Cole, Aidan J., Lyons, Ciara A., Hounsell, Alan R., Prise, Kevin M., O'Sullivan, Joe M., Lambin, Philippe, McGarry, Conor K., Jain, Suneil
Published in International journal of radiation oncology, biology, physics (01.10.2019)
Published in International journal of radiation oncology, biology, physics (01.10.2019)
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Journal Article
‘Rapid Learning health care in oncology’ – An approach towards decision support systems enabling customised radiotherapy
Lambin, Philippe, Roelofs, Erik, Reymen, Bart, Velazquez, Emmanuel Rios, Buijsen, Jeroen, Zegers, Catharina M.L, Carvalho, Sara, Leijenaar, Ralph T.H, Nalbantov, Georgi, Oberije, Cary, Scott Marshall, M, Hoebers, Frank, Troost, Esther G.C, van Stiphout, Ruud G.P.M, van Elmpt, Wouter, van der Weijden, Trudy, Boersma, Liesbeth, Valentini, Vincenzo, Dekker, Andre
Published in Radiotherapy and oncology (01.10.2013)
Published in Radiotherapy and oncology (01.10.2013)
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Journal Article
4DCT imaging to assess radiomics feature stability: An investigation for thoracic cancers
Larue, Ruben T.H.M., Van De Voorde, Lien, van Timmeren, Janna E., Leijenaar, Ralph T.H., Berbée, Maaike, Sosef, Meindert N., Schreurs, Wendy M.J., van Elmpt, Wouter, Lambin, Philippe
Published in Radiotherapy and oncology (01.10.2017)
Published in Radiotherapy and oncology (01.10.2017)
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Journal Article
Applicability of a prognostic CT-based radiomic signature model trained on stage I-III non-small cell lung cancer in stage IV non-small cell lung cancer
de Jong, Evelyn E.C., van Elmpt, Wouter, Rizzo, Stefania, Colarieti, Anna, Spitaleri, Gianluca, Leijenaar, Ralph T.H., Jochems, Arthur, Hendriks, Lizza E.L., Troost, Esther G.C., Reymen, Bart, Dingemans, Anne-Marie C., Lambin, Philippe
Published in Lung cancer (Amsterdam, Netherlands) (01.10.2018)
Published in Lung cancer (Amsterdam, Netherlands) (01.10.2018)
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Journal Article
Individualized early death and long-term survival prediction after stereotactic radiosurgery for brain metastases of non-small cell lung cancer: Two externally validated nomograms
Zindler, Jaap D, Jochems, Arthur, Lagerwaard, Frank J, Beumer, Rosemarijne, Troost, Esther G.C, Eekers, Daniëlle B.P, Compter, Inge, van der Toorn, Peter-Paul, Essers, Marion, Oei, Bing, Hurkmans, Coen W, Bruynzeel, Anna M.E, Bosmans, Geert, Swinnen, Ans, Leijenaar, Ralph T.H, Lambin, Philippe
Published in Radiotherapy and oncology (01.05.2017)
Published in Radiotherapy and oncology (01.05.2017)
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Journal Article
Noninvasive Glioblastoma Testing: Multimodal Approach to Monitoring and Predicting Treatment Response
van de Weijer, Tineke, Tjan-Heijnen, V. C., Hoeben, Ann, Vooijs, Marc, ter Laan, Mark, Ackermans, Linda, Anten, Monique M., Eekers, Daniëlle B. P., Postma, Alida A., Steijvers, Danny, Compter, Inge, Verduin, Maikel, Leijenaar, Ralph T. H.
Published in Disease markers (01.01.2018)
Published in Disease markers (01.01.2018)
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Journal Article
An externally validated fully automated deep learning algorithm to classify COVID-19 and other pneumonias on chest computed tomography
Vaidyanathan, Akshayaa, Guiot, Julien, Zerka, Fadila, Belmans, Flore, Van Peufflik, Ingrid, Deprez, Louis, Danthine, Denis, Canivet, Gregory, Lambin, Philippe, Walsh, Sean, Occhipinti, Mariaelena, Meunier, Paul, Vos, Wim, Lovinfosse, Pierre, Leijenaar, Ralph T H
Published in ERJ open research (01.04.2022)
Published in ERJ open research (01.04.2022)
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Journal Article
Web Resource
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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Journal Article
Web Resource
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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Journal Article
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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Journal Article
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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Journal Article
Systematic Review of Privacy-Preserving Distributed Machine Learning From Federated Databases in Health Care
Zerka, Fadila, Barakat, Samir, Walsh, Sean, Bogowicz, Marta, Leijenaar, Ralph T H, Jochems, Arthur, Miraglio, Benjamin, Townend, David, Lambin, Philippe
Published in JCO clinical cancer informatics (05.03.2020)
Published in JCO clinical cancer informatics (05.03.2020)
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Journal Article