Imaging-Based Biomarkers Predict Programmed Death-Ligand 1 and Survival Outcomes in Advanced NSCLC Treated With Nivolumab and Pembrolizumab: A Multi-Institutional Study von Yolchuyeva, Sevinj, Giacomazzi, Elena, Tonneau, Marion, Lamaze, Fabien, Orain, Michele, Coulombe, François, Malo, Julie, Belkaid, Wiam, Routy, Bertrand, Joubert, Philippe, Manem, Venkata S K

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Development and validation of genomic predictors of radiation sensitivity using preclinical data von Manem, Venkata S. K

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Single-cell spatial landscapes of the lung tumour immune microenvironment von Sorin, Mark, Rezanejad, Morteza, Karimi, Elham, Fiset, Benoit, Desharnais, Lysanne, Perus, Lucas J. M., Milette, Simon, Yu, Miranda W., Maritan, Sarah M., Doré, Samuel, Pichette, Émilie, Enlow, William, Gagné, Andréanne, Wei, Yuhong, Orain, Michele, Manem, Venkata S. K., Rayes, Roni, Siegel, Peter M., Camilleri-Broët, Sophie, Fiset, Pierre Olivier, Desmeules, Patrice, Spicer, Jonathan D., Quail, Daniela F., Joubert, Philippe, Walsh, Logan A.

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Advances in personalized radiotherapy von Manem, Venkata Sk, Taghizadeh-Hesary, Farzad

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Gene expression signature predicts radiation sensitivity in cell lines using the integral of dose-response curve von Kolnohuz, Alona, Ebrahimpour, Leyla, Yolchuyeva, Sevinj, Manem, Venkata S K

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Radiomics approaches to predict PD-L1 and PFS in advanced non-small cell lung patients treated with immunotherapy: a multi-institutional study von Yolchuyeva, Sevinj, Giacomazzi, Elena, Tonneau, Marion, Lamaze, Fabien, Orain, Michele, Coulombe, François, Malo, Julie, Belkaid, Wiam, Routy, Bertrand, Joubert, Philippe, Manem, Venkata S. K.

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RadiationGeneSigDB : a database of oxic and hypoxic radiation response gene signatures and their utility in pre-clinical research von Manem, Venkata Sk, Dhawan, Andrew

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Modeling Cellular Response in Large-Scale Radiogenomic Databases to Advance Precision Radiotherapy von Manem, Venkata Sk, Lambie, Meghan, Smith, Ian, Smirnov, Petr, Kofia, Victor, Freeman, Mark, Koritzinsky, Marianne, Abazeed, Mohamed E, Haibe-Kains, Benjamin, Bratman, Scott V

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MetaGxData: Clinically Annotated Breast, Ovarian and Pancreatic Cancer Datasets and their Use in Generating a Multi-Cancer Gene Signature von Gendoo, Deena M. A., Zon, Michael, Sandhu, Vandana, Manem, Venkata S. K., Ratanasirigulchai, Natchar, Chen, Gregory M., Waldron, Levi, Haibe-Kains, Benjamin

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Network science in clinical trials: A patient-centered approach von Manem, Venkata S.K., Salgado, Roberto, Aftimos, Philippe, Sotiriou, Christos, Haibe-Kains, Benjamin

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EGFR Pathway Expression Persists in Recurrent Glioblastoma Independent of Amplification Status von Dhawan, Andrew, Manem, Venkata S K, Yeaney, Gabrielle, Lathia, Justin D, Ahluwalia, Manmeet S

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A Radiomics-Clinical Model Predicts Overall Survival of Non-Small Cell Lung Cancer Patients Treated with Immunotherapy: A Multicenter Study von Yolchuyeva, Sevinj, Giacomazzi, Elena, Tonneau, Marion, Ebrahimpour, Leyla, Lamaze, Fabien C, Orain, Michele, Coulombe, François, Malo, Julie, Belkaid, Wiam, Routy, Bertrand, Joubert, Philippe, Manem, Venkata S K

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Addendum: Unravelling actionable biology using transcriptomic data to integrate mitotic index and Ki-67 in the management of lung neuroendocrine tumors von Manem, Venkata S K, Sazonova, Olga, Gagné, Andréanne, Orain, Michèle, Khoshkrood-Mansoori, Babak, Gaudreault, Nathalie, Bossé, Yohan, Joubert, Philippe

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CXCL13 Positive Cells Localization Predict Response to Anti-PD-1/PD-L1 in Pulmonary Non-Small Cell Carcinoma von Vahidian, Fatemeh, Lamaze, Fabien C, Bouffard, Cédrik, Coulombe, François, Gagné, Andréanne, Blais, Florence, Tonneau, Marion, Orain, Michèle, Routy, Bertrand, Manem, Venkata S K, Joubert, Philippe

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The Cross-Scale Association between Pathomics and Radiomics Features in Immunotherapy-Treated NSCLC Patients: A Preliminary Study von Dia, Abdou Khadir, Ebrahimpour, Leyla, Yolchuyeva, Sevinj, Tonneau, Marion, Lamaze, Fabien C, Orain, Michèle, Coulombe, Francois, Malo, Julie, Belkaid, Wiam, Routy, Bertrand, Joubert, Philippe, Després, Philippe, Manem, Venkata S K

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Generalization optimizing machine learning to improve CT scan radiomics and assess immune checkpoint inhibitors' response in non-small cell lung cancer: a multicenter cohort study von Tonneau, Marion, Phan, Kim, Manem, Venkata S K, Low-Kam, Cecile, Dutil, Francis, Kazandjian, Suzanne, Vanderweyen, Davy, Panasci, Justin, Malo, Julie, Coulombe, François, Gagné, Andréanne, Elkrief, Arielle, Belkaïd, Wiam, Di Jorio, Lisa, Orain, Michele, Bouchard, Nicole, Muanza, Thierry, Rybicki, Frank J, Kafi, Kam, Huntsman, David, Joubert, Philippe, Chandelier, Florent, Routy, Bertrand

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Single-cell spatial landscape of immunotherapy response reveals mechanisms of CXCL13 enhanced antitumor immunity von Sorin, Mark, Karimi, Elham, Rezanejad, Morteza, Yu, Miranda W, Desharnais, Lysanne, McDowell, Sheri A C, Doré, Samuel, Arabzadeh, Azadeh, Breton, Valerie, Fiset, Benoit, Wei, Yuhong, Rayes, Roni, Orain, Michele, Coulombe, Francois, Manem, Venkata S K, Gagne, Andreanne, Quail, Daniela F, Joubert, Philippe, Spicer, Jonathan D, Walsh, Logan A

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Unravelling actionable biology using transcriptomic data to integrate mitotic index and Ki-67 in the management of lung neuroendocrine tumors von Manem, Venkata S K, Sazonova, Olga, Gagné, Andréanne, Orain, Michèle, Khoshkrood-Mansoori, Babak, Gaudreault, Nathalie, Bossé, Yohan, Joubert, Philippe

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Predicting Organ-Specific Risk Interactions between Radiation and Chemotherapy in Secondary Cancer Survivors von Manem, Venkata S K, Grassberger, Clemens, Paganetti, Harald

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An interim report on the investigator-initiated phase 2 study of pembrolizumab immunological response evaluation (INSPIRE) von Clouthier, Derek L, Lien, Scott C, Yang, S Y Cindy, Nguyen, Linh T, Manem, Venkata S K, Gray, Diana, Ryczko, Michael, Razak, Albiruni R A, Lewin, Jeremy, Lheureux, Stephanie, Colombo, Ilaria, Bedard, Philippe L, Cescon, David, Spreafico, Anna, Butler, Marcus O, Hansen, Aaron R, Jang, Raymond W, Ghai, Sangeet, Weinreb, Ilan, Sotov, Valentin, Gadalla, Ramy, Noamani, Babak, Guo, Mengdi, Elston, Sawako, Giesler, Amanda, Hakgor, Sevan, Jiang, Haiyan, McGaha, Tracy, Brooks, David G, Haibe-Kains, Benjamin, Pugh, Trevor J, Ohashi, Pamela S, Siu, Lillian L

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