Spatial transformation of multi-omics data unlocks novel insights into cancer biology von Sokač, Mateo, Kjær, Asbjørn, Dyrskjøt, Lars, Haibe-Kains, Benjamin, JWL Aerts, Hugo, Birkbak, Nicolai J

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Defining the biological basis of radiomic phenotypes in lung cancer von 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

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Artificial intelligence for clinical oncology von Kann, Benjamin H., Hosny, Ahmed, Aerts, Hugo J.W.L.

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Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging von Xu, Yiwen, Hosny, Ahmed, Zeleznik, Roman, Parmar, Chintan, Coroller, Thibaud, Franco, Idalid, Mak, Raymond H, Aerts, Hugo J W L

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Computational Radiomics System to Decode the Radiographic Phenotype von 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

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Data Science in Radiology: A Path Forward von Aerts, Hugo J W L

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Assessment of pharmacogenomic agreement von Safikhani, Zhaleh, El-Hachem, Nehme, Quevedo, Rene, Smirnov, Petr, Goldenberg, Anna, Juul Birkbak, Nicolai, Mason, Christopher, Hatzis, Christos, Shi, Leming, Aerts, Hugo Jwl, Quackenbush, John, Haibe-Kains, Benjamin

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Somatic Mutations Drive Distinct Imaging Phenotypes in Lung Cancer von 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

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Radiomic feature clusters and Prognostic Signatures specific for Lung and Head & Neck cancer von 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.

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Data Analysis Strategies in Medical Imaging von Parmar, Chintan, Barry, Joseph D, Hosny, Ahmed, Quackenbush, John, Aerts, Hugo J W L

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The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis von 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

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Cardiac Radiation Dose, Cardiac Disease, and Mortality in Patients With Lung Cancer von Atkins, Katelyn M, Rawal, Bhupendra, Chaunzwa, Tafadzwa L, Lamba, Nayan, Bitterman, Danielle S, Williams, Christopher L, Kozono, David E, Baldini, Elizabeth H, Chen, Aileen B, Nguyen, Paul L, D'Amico, Anthony V, Nohria, Anju, Hoffmann, Udo, Aerts, Hugo J W L, Mak, Raymond H

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PharmacoGx: an R package for analysis of large pharmacogenomic datasets von Smirnov, Petr, Safikhani, Zhaleh, El-Hachem, Nehme, Wang, Dong, She, Adrian, Olsen, Catharina, Freeman, Mark, Selby, Heather, Gendoo, Deena M A, Grossmann, Patrick, Beck, Andrew H, Aerts, Hugo J W L, Lupien, Mathieu, Goldenberg, Anna, Haibe-Kains, Benjamin

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Associations Between Somatic Mutations and Metabolic Imaging Phenotypes in Non-Small Cell Lung Cancer von Yip, Stephen S F, Kim, John, Coroller, Thibaud P, Parmar, Chintan, Velazquez, Emmanuel Rios, Huynh, Elizabeth, Mak, Raymond H, Aerts, Hugo J W L

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Fully automatic GBM segmentation in the TCGA-GBM dataset: Prognosis and correlation with VASARI features von 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.

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Prediction of new-onset atrial fibrillation in patients with non-small cell lung cancer treated with curative-intent conventional radiotherapy von Tohidinezhad, Fariba, Nürnberg, Leonard, Vaassen, Femke, MA ter Bekke, Rachel, JWL Aerts, Hugo, El Hendriks, Lizza, Dekker, Andre, De Ruysscher, Dirk, Traverso, Alberto

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Spatial transformation of multi-omics data unlocks novel insights into cancer biology von Sokač, Mateo, Kjær, Asbjørn, Dyrskjøt, Lars, Haibe-Kains, Benjamin, JWL Aerts, Hugo, Birkbak, Nicolai J

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Computed tomography-based radiomics for the differential diagnosis of pneumonitis in stage IV non-small cell lung cancer patients treated with immune checkpoint inhibitors von Tohidinezhad, Fariba, Bontempi, Dennis, Zhang, Zhen, Dingemans, Anne-Marie, Aerts, Joachim, Bootsma, Gerben, Vansteenkiste, Johan, Hashemi, Sayed, Smit, Egbert, Gietema, Hester, Aerts, Hugo JWL, Dekker, Andre, Hendriks, Lizza E.L., Traverso, Alberto, De Ruysscher, Dirk

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Somatic mutations associated with MRI-derived volumetric features in glioblastoma von Gutman, David A., Dunn, William D., Grossmann, Patrick, Cooper, Lee A. D., Holder, Chad A., Ligon, Keith L., Alexander, Brian M., Aerts, Hugo J. W. L.

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Density and morphology of coronary artery calcium for the prediction of cardiovascular events: insights from the Framingham Heart Study von Foldyna, Borek, Eslami, Parastou, Scholtz, Jan-Erik, Baltrusaitis, Kristin, Lu, Michael T., Massaro, Joseph M., D’Agostino, Ralph B., Ferencik, Maros, Aerts, Hugo J. W. L., O’Donnell, Christopher J., Hoffmann, Udo

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