Computational Radiomics System to Decode the Radiographic Phenotype
van Griethuysen, Joost J M, Fedorov, Andriy, Parmar, Chintan, Hosny, Ahmed, Aucoin, Nicole, Narayan, Vivek, Beets-Tan, Regina G H, Fillion-Robin, Jean-Christophe, Pieper, Steve, Aerts, Hugo J W L
Published in Cancer research (Chicago, Ill.) (01.11.2017)
Published in Cancer research (Chicago, Ill.) (01.11.2017)
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Journal Article
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
Data Analysis Strategies in Medical Imaging
Parmar, Chintan, Barry, Joseph D, Hosny, Ahmed, Quackenbush, John, Aerts, Hugo J W L
Published in Clinical cancer research (01.08.2018)
Published in Clinical cancer research (01.08.2018)
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Journal Article
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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Journal Article
Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging
Xu, Yiwen, Hosny, Ahmed, Zeleznik, Roman, Parmar, Chintan, Coroller, Thibaud, Franco, Idalid, Mak, Raymond H, Aerts, Hugo J W L
Published in Clinical cancer research (01.06.2019)
Published in Clinical cancer research (01.06.2019)
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Journal Article
Deep convolutional neural networks to predict cardiovascular risk from computed tomography
Zeleznik, Roman, Foldyna, Borek, Eslami, Parastou, Weiss, Jakob, Alexander, Ivanov, Taron, Jana, Parmar, Chintan, Alvi, Raza M, Banerji, Dahlia, Uno, Mio, Kikuchi, Yasuka, Karady, Julia, Zhang, Lili, Scholtz, Jan-Erik, Mayrhofer, Thomas, Lyass, Asya, Mahoney, Taylor F, Massaro, Joseph M, Vasan, Ramachandran S, Douglas, Pamela S, Hoffmann, Udo, Lu, Michael T, Aerts, Hugo J W L
Published in Nature communications (29.01.2021)
Published in Nature communications (29.01.2021)
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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
Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study
Hosny, Ahmed, Parmar, Chintan, Coroller, Thibaud P, Grossmann, Patrick, Zeleznik, Roman, Kumar, Avnish, Bussink, Johan, Gillies, Robert J, Mak, Raymond H, Aerts, Hugo J W L
Published in PLoS medicine (30.11.2018)
Published in PLoS medicine (30.11.2018)
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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
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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Journal Article
Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR
Trebeschi, Stefano, van Griethuysen, Joost J M, Lambregts, Doenja M J, Lahaye, Max J, Parmar, Chintan, Bakers, Frans C H, Peters, Nicky H G M, Beets-Tan, Regina G H, Aerts, Hugo J W L
Published in Scientific reports (13.07.2017)
Published in Scientific reports (13.07.2017)
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Journal Article
Associations of Radiomic Data Extracted from Static and Respiratory-Gated CT Scans with Disease Recurrence in Lung Cancer Patients Treated with SBRT
Huynh, Elizabeth, Coroller, Thibaud P, Narayan, Vivek, Agrawal, Vishesh, Romano, John, Franco, Idalid, Parmar, Chintan, Hou, Ying, Mak, Raymond H, Aerts, Hugo J W L
Published in PloS one (03.01.2017)
Published in PloS one (03.01.2017)
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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
Associations between radiologist-defined semantic and automatically computed radiomic features in non-small cell lung cancer
Yip, Stephen S F, Liu, Ying, Parmar, Chintan, Li, Qian, Liu, Shichang, Qu, Fangyuan, Ye, Zhaoxiang, Gillies, Robert J, Aerts, Hugo J W L
Published in Scientific reports (14.06.2017)
Published in Scientific reports (14.06.2017)
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Journal Article
Radiographic prediction of meningioma grade by semantic and radiomic features
Coroller, Thibaud P, Bi, Wenya Linda, Huynh, Elizabeth, Abedalthagafi, Malak, Aizer, Ayal A, Greenwald, Noah F, Parmar, Chintan, Narayan, Vivek, Wu, Winona W, Miranda de Moura, Samuel, Gupta, Saksham, Beroukhim, Rameen, Wen, Patrick Y, Al-Mefty, Ossama, Dunn, Ian F, Santagata, Sandro, Alexander, Brian M, Huang, Raymond Y, Aerts, Hugo J W L
Published in PloS one (16.11.2017)
Published in PloS one (16.11.2017)
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Journal Article
FPGA implementation of hardware efficient adaptive filter robust to impulsive noise
Parmar, Chintan A, Ramanadham, Bhaskar, Darji, Anand D
Published in Chronic diseases and translational medicine (01.05.2017)
Published in Chronic diseases and translational medicine (01.05.2017)
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Journal Article