Machine Learning methods for Quantitative Radiomic Biomarkers
Parmar, Chintan, Grossmann, Patrick, Bussink, Johan, Lambin, Philippe, Aerts, Hugo J. W. L.
Published in Scientific reports (17.08.2015)
Published in Scientific reports (17.08.2015)
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Targeting Hypoxia to Improve Non-Small Cell Lung Cancer Outcome
Salem, Ahmed, Asselin, Marie-Claude, Reymen, Bart, Jackson, Alan, Lambin, Philippe, West, Catharine M L, O'Connor, James P B, Faivre-Finn, Corinne
Published in JNCI : Journal of the National Cancer Institute (01.01.2018)
Published in JNCI : Journal of the National Cancer Institute (01.01.2018)
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MRI-guided Radiation Therapy: An Emerging Paradigm in Adaptive Radiation Oncology
Otazo, Ricardo, Lambin, Philippe, Pignol, Jean-Philippe, Ladd, Mark E, Schlemmer, Heinz-Peter, Baumann, Michael, Hricak, Hedvig
Published in Radiology (01.02.2021)
Published in Radiology (01.02.2021)
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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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A Comparative Study of the Hypoxia PET Tracers [18 F]HX4, [18 F]FAZA, and [18 F]FMISO in a Preclinical Tumor Model
Peeters, Sarah G.J.A., MSc, Zegers, Catharina M.L., MSc, Lieuwes, Natasja G., BSc, van Elmpt, Wouter, PhD, Eriksson, Jonas, PhD, van Dongen, Guus A.M.S., PhD, Dubois, Ludwig, PhD, Lambin, Philippe, MD, PhD
Published in International journal of radiation oncology, biology, physics (01.02.2015)
Published in International journal of radiation oncology, biology, physics (01.02.2015)
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Distributed learning: Developing a predictive model based on data from multiple hospitals without data leaving the hospital – A real life proof of concept
Jochems, Arthur, Deist, Timo M, van Soest, Johan, Eble, Michael, Bulens, Paul, Coucke, Philippe, Dries, Wim, Lambin, Philippe, Dekker, Andre
Published in Radiotherapy and oncology (01.12.2016)
Published in Radiotherapy and oncology (01.12.2016)
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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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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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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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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
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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Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers
Deist, Timo M., Dankers, Frank J. W. M., Valdes, Gilmer, Wijsman, Robin, Hsu, I‐Chow, Oberije, Cary, Lustberg, Tim, Soest, Johan, Hoebers, Frank, Jochems, Arthur, El Naqa, Issam, Wee, Leonard, Morin, Olivier, Raleigh, David R., Bots, Wouter, Kaanders, Johannes H., Belderbos, José, Kwint, Margriet, Solberg, Timothy, Monshouwer, René, Bussink, Johan, Dekker, Andre, Lambin, Philippe
Published in Medical physics (Lancaster) (01.07.2018)
Published in Medical physics (Lancaster) (01.07.2018)
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Deep learning in fracture detection: a narrative review
Kalmet, Pishtiwan H S, Sanduleanu, Sebastian, Primakov, Sergey, Wu, Guangyao, Jochems, Arthur, Refaee, Turkey, Ibrahim, Abdalla, Hulst, Luca v., Lambin, Philippe, Poeze, Martijn
Published in Acta orthopaedica (03.03.2020)
Published in Acta orthopaedica (03.03.2020)
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Journal Article
Exploratory Study to Identify Radiomics Classifiers for Lung Cancer Histology
Wu, Weimiao, Parmar, Chintan, Grossmann, Patrick, Quackenbush, John, Lambin, Philippe, Bussink, Johan, Mak, Raymond, Aerts, Hugo J W L
Published in Frontiers in oncology (30.03.2016)
Published in Frontiers in oncology (30.03.2016)
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