Somatic Mutations Drive Distinct Imaging Phenotypes in Lung Cancer
Rios Velazquez, Emmanuel, Parmar, Chintan, Liu, Ying, Coroller, Thibaud P, Cruz, Gisele, Stringfield, Olya, Ye, Zhaoxiang, Makrigiorgos, Mike, Fennessy, Fiona, Mak, Raymond H, Gillies, Robert, Quackenbush, John, Aerts, Hugo J W L
Published in Cancer research (Chicago, Ill.) (15.07.2017)
Published in Cancer research (Chicago, Ill.) (15.07.2017)
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Journal Article
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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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
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
Robust Radiomics feature quantification using semiautomatic volumetric segmentation
Parmar, Chintan, Rios Velazquez, Emmanuel, Leijenaar, Ralph, Jermoumi, Mohammed, Carvalho, Sara, Mak, Raymond H, Mitra, Sushmita, Shankar, B Uma, Kikinis, Ron, Haibe-Kains, Benjamin, Lambin, Philippe, Aerts, Hugo J W L
Published in PloS one (15.07.2014)
Published in PloS one (15.07.2014)
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Journal Article
Quantitative computed tomographic descriptors associate tumor shape complexity and intratumor heterogeneity with prognosis in lung adenocarcinoma
Grove, Olya, Berglund, Anders E, Schabath, Matthew B, Aerts, Hugo J W L, Dekker, Andre, Wang, Hua, Velazquez, Emmanuel Rios, Lambin, Philippe, Gu, Yuhua, Balagurunathan, Yoganand, Eikman, Edward, Gatenby, Robert A, Eschrich, Steven, Gillies, Robert J
Published in PloS one (04.03.2015)
Published in PloS one (04.03.2015)
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Journal Article
Large-scale wearable data reveal digital phenotypes for daily-life stress detection
Smets, Elena, Rios Velazquez, Emmanuel, Schiavone, Giuseppina, Chakroun, Imen, D'Hondt, Ellie, De Raedt, Walter, Cornelis, Jan, Janssens, Olivier, Van Hoecke, Sofie, Claes, Stephan, Van Diest, Ilse, Van Hoof, Chris
Published in NPJ digital medicine (12.12.2018)
Published in NPJ digital medicine (12.12.2018)
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Journal Article
Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach
Gu, Yuhua, Kumar, Virendra, Hall, Lawrence O., Goldgof, Dmitry B., Li, Ching-Yen, Korn, René, Bendtsen, Claus, Velazquez, Emmanuel Rios, Dekker, Andre, Aerts, Hugo, Lambin, Philippe, Li, Xiuli, Tian, Jie, Gatenby, Robert A., Gillies, Robert J.
Published in Pattern recognition (01.03.2013)
Published in Pattern recognition (01.03.2013)
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Journal Article
Radiomics: Extracting more information from medical images using advanced feature analysis
Lambin, Philippe, Rios-Velazquez, Emmanuel, Leijenaar, Ralph, Carvalho, Sara, van Stiphout, Ruud G.P.M, Granton, Patrick, Zegers, Catharina M.L, Gillies, Robert, Boellard, Ronald, Dekker, André, Aerts, Hugo J.W.L
Published in European journal of cancer (1990) (01.03.2012)
Published in European journal of cancer (1990) (01.03.2012)
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Journal Article
Volumetric CT-based segmentation of NSCLC using 3D-Slicer
Velazquez, Emmanuel Rios, Parmar, Chintan, Jermoumi, Mohammed, Mak, Raymond H, van Baardwijk, Angela, Fennessy, Fiona M, Lewis, John H, De Ruysscher, Dirk, Kikinis, Ron, Lambin, Philippe, Aerts, Hugo J W L
Published in Scientific reports (18.12.2013)
Published in Scientific reports (18.12.2013)
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Journal Article
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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Journal Article
Fully automatic GBM segmentation in the TCGA-GBM dataset: Prognosis and correlation with VASARI features
Rios Velazquez, Emmanuel, Meier, Raphael, Dunn, Jr, William D, Alexander, Brian, Wiest, Roland, Bauer, Stefan, Gutman, David A, Reyes, Mauricio, Aerts, Hugo J W L
Published in Scientific reports (18.11.2015)
Published in Scientific reports (18.11.2015)
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Journal Article
Externally validated HPV-based prognostic nomogram for oropharyngeal carcinoma patients yields more accurate predictions than TNM staging
Rios Velazquez, Emmanuel, Hoebers, Frank, Aerts, Hugo J.W.L, Rietbergen, Michelle M, Brakenhoff, Ruud H, Leemans, René C, Speel, Ernst-Jan, Straetmans, Jos, Kremer, Bernd, Lambin, Philippe
Published in Radiotherapy and oncology (01.12.2014)
Published in Radiotherapy and oncology (01.12.2014)
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Journal Article
A semiautomatic CT-based ensemble segmentation of lung tumors: Comparison with oncologists’ delineations and with the surgical specimen
Rios Velazquez, Emmanuel, Aerts, Hugo J.W.L, Gu, Yuhua, Goldgof, Dmitry B, De Ruysscher, Dirk, Dekker, Andre, Korn, René, Gillies, Robert J, Lambin, Philippe
Published in Radiotherapy and oncology (01.11.2012)
Published in Radiotherapy and oncology (01.11.2012)
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Journal Article
Correction: Quantitative Computed Tomographic Descriptors Associate Tumor Shape Complexity and Intratumor Heterogeneity with Prognosis in Lung Adenocarcinoma
Grove, Olya, Berglund, Anders E, Schabath, Matthew B, Aerts, Hugo J W L, Dekker, Andre, Wang, Hua, Velazquez, Emmanuel Rios, Lambin, Philippe, Gu, Yuhua, Balagurunathan, Yoganand, Eikman, Edward, Gatenby, Robert A, Eschrich, Steven, Gillies, Robert J
Published in PloS one (08.03.2021)
Published in PloS one (08.03.2021)
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Journal Article
Implementation of a rapid learning platform: Predicting 2-year survival in laryngeal carcinoma patients in a clinical setting
Lustberg, Tim, Bailey, Michael, Thwaites, David I, Miller, Alexis, Carolan, Martin, Holloway, Lois, Rios Velazquez, Emmanuel, Hoebers, Frank, Dekker, Andre
Published in Oncotarget (14.06.2016)
Published in Oncotarget (14.06.2016)
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Journal Article
Comparing task‐induced psychophysiological responses between persons with stress‐related complaints and healthy controls: A methodological pilot study
Smets, Elena, Schiavone, Giuseppina, Velazquez, Emmanuel Rios, De Raedt, Walter, Bogaerts, Katleen, Van Diest, Ilse, Van Hoof, Chris
Published in Health science reports (01.08.2018)
Published in Health science reports (01.08.2018)
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Journal Article
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, Cavalho, 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
Associations Between Somatic Mutations and Metabolic Imaging Phenotypes in Non-Small Cell Lung Cancer
Yip, Stephen S F, Kim, John, Coroller, Thibaud P, Parmar, Chintan, Velazquez, Emmanuel Rios, Huynh, Elizabeth, Mak, Raymond H, Aerts, Hugo J W L
Published in Journal of Nuclear Medicine (01.04.2017)
Published in Journal of Nuclear Medicine (01.04.2017)
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Journal Article