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by Thorsson, Vésteinn and Gibbs, David L and Brown, Scott D and Wolf, Denise and Bortone, Dante S and Ou Yang, Tai-Hsien and Porta-Pardo, Eduard and Gao, Galen F and Plaisier, Christopher L and Eddy, James A and Ziv, Elad and Culhane, Aedin C and Paull, Evan O and Sivakumar, I.K. Ashok and Gentles, Andrew J and Malhotra, Raunaq and Farshidfar, Farshad and Colaprico, Antonio and Parker, Joel S and Mose, Lisle E and Vo, Nam Sy and Liu, Jianfang and Liu, Yuexin and Rader, Janet and Dhankani, Varsha and Reynolds, Sheila M and Bowlby, Reanne and Califano, Andrea and Cherniack, Andrew D and Anastassiou, Dimitris and Bedognetti, Davide and Mokrab, Younes and Newman, Aaron M and Rao, Arvind and Chen, Ken and Krasnitz, Alexander and Hu, Hai and Malta, Tathiane M and Noushmehr, Houtan and Pedamallu, Chandra Sekhar and Bullman, Susan and Ojesina, Akinyemi I and Lamb, Andrew and Zhou, Wanding and Shen, Hui and Choueiri, Toni K and Weinstein, John N and Guinney, Justin and Saltz, Joel and Holt, Robert A and Rabkin, Charles S and Caesar-Johnson, Samantha J and Demchok, John A and Felau, Ina and Kasapi, Melpomeni and Ferguson, Martin L and Hutter, Carolyn M and Sofia, Heidi J and Tarnuzzer, Roy and Wang, Zhining and Yang, Liming and Zenklusen, Jean C and Zhang, Jiashan (Julia) and Chudamani, Sudha and Liu, Jia and Lolla, Laxmi and Naresh, Rashi and Pihl, Todd and Sun, Qiang and Wan, Yunhu and Wu, Ye and Cho, Juok and DeFreitas, Timothy and Frazer, Scott and Gehlenborg, Nils and Getz, Gad and Heiman, David I and Kim, Jaegil and Lawrence, Michael S and Lin, Pei and Meier, Sam and Noble, Michael S and Saksena, Gordon and Voet, Doug and Zhang, Hailei and Bernard, Brady and Chambwe, Nyasha and Dhankani, Varsha and Knijnenburg, Theo and Kramer, Roger and Leinonen, Kalle and Liu, Yuexin and Miller, Michael and Reynolds, Sheila and Shmulevich, Ilya and Thorsson, Vesteinn and Zhang, Wei and Akbani, Rehan and Broom, Bradley M and Hegde, Apurva M and ... and The Cancer Genome Atlas Research Network and Canc Genome Atlas Res Network and Cancer Genome Atlas Research Network
Immunity, ISSN 1074-7613, 04/2018, Volume 48, Issue 4, pp. 812 - 830.e14
We performed an extensive immunogenomic analysis of more than 10,000 tumors comprising 33 diverse cancer types by utilizing data compiled by TCGA. Across... 
tumor immunology | immunotherapy | cancer genomics | integrative network analysis | immuno-oncology | tumor microenvironment | immune subtypes | immunomodulatory | Immunology | Infectious Diseases | Immunology and Allergy | GENOMIC ANALYSES | INFORMATION | T-CELL-RECEPTOR | REGULATORY NETWORK | CLASSIFICATION | IMMUNOLOGY | SEQUENCING DATA | SOMATIC MUTATIONS | COMPREHENSIVE ANALYSIS | PREDICTION | REVEALS | Transforming Growth Factor beta - immunology | Prognosis | Humans | Middle Aged | Th1-Th2 Balance - physiology | Male | Neoplasms - classification | Wound Healing - immunology | Young Adult | Transforming Growth Factor beta - genetics | Neoplasms - genetics | Neoplasms - immunology | Interferon-gamma - immunology | Adolescent | Aged, 80 and over | Adult | Female | Aged | Interferon-gamma - genetics | Wound Healing - genetics | Genomics - methods | Child | Macrophages - immunology | Cell proliferation | Cluster analysis | Transcription | Copy number | p53 Protein | Lung cancer | Genomics | Aneuploidy | Lymphocytes T | Genomes | Cell interactions | Macrophages | Immunotherapy | DNA methylation | miRNA | Deoxyribonucleic acid--DNA | Immune system | Medical research | Wound healing | Immunomodulation | Stockholders | Inflammation | T cell receptors | Communications networks | Gene expression | White blood cells | Inventors | Medical prognosis | γ-Interferon | Mutation | Cancer | Tumors | Immune Subtypes | Integrative Network Analysis | Cancer Genomics | Immuno-oncology | Tumor immunology
Journal Article
by Ricketts, Christopher J and De Cubas, Aguirre A and Fan, Huihui and Smith, Christof C and Lang, Martin and Reznik, Ed and Bowlby, Reanne and Gibb, Ewan A and Akbani, Rehan and Beroukhim, Rameen and Bottaro, Donald P and Choueiri, Toni K and Gibbs, Richard A and Godwin, Andrew K and Haake, Scott and Hakimi, A. Ari and Henske, Elizabeth P and Hsieh, James J and Ho, Thai H and Kanchi, Rupa S and Krishnan, Bhavani and Kwiatkowski, David J and Lui, Wembin and Merino, Maria J and Mills, Gordon B and Myers, Jerome and Nickerson, Michael L and Reuter, Victor E and Schmidt, Laura S and Shelley, C. Simon and Shen, Hui and Shuch, Brian and Signoretti, Sabina and Srinivasan, Ramaprasad and Tamboli, Pheroze and Thomas, George and Vincent, Benjamin G and Vocke, Cathy D and Wheeler, David A and Yang, Lixing and Kim, William Y and Robertson, A. Gordon and Caesar-Johnson, Samantha J and Demchok, John A and Felau, Ina and Kasapi, Melpomeni and Ferguson, Martin L and Hutter, Carolyn M and Sofia, Heidi J and Tarnuzzer, Roy and Wang, Zhining and Yang, Liming and Zenklusen, Jean C and Zhang, Jiashan (Julia) and Chudamani, Sudha and Liu, Jia and Lolla, Laxmi and Naresh, Rashi and Pihl, Todd and Sun, Qiang and Wan, Yunhu and Wu, Ye and Cho, Juok and DeFreitas, Timothy and Frazer, Scott and Gehlenborg, Nils and Getz, Gad and Heiman, David I and Kim, Jaegil and Lawrence, Michael S and Lin, Pei and Meier, Sam and Noble, Michael S and Saksena, Gordon and Voet, Doug and Zhang, Hailei and Bernard, Brady and Chambwe, Nyasha and Dhankani, Varsha and Knijnenburg, Theo and Kramer, Roger and Leinonen, Kalle and Liu, Yuexin and Miller, Michael and Reynolds, Sheila and Shmulevich, Ilya and Thorsson, Vesteinn and Zhang, Wei and Akbani, Rehan and Broom, Bradley M and Hegde, Apurva M and Ju, Zhenlin and Kanchi, Rupa S and Korkut, Anil and Li, Jun and Liang, Han and Ling, Shiyun and Liu, Wenbin and Lu, Yiling and Mills, Gordon B and ... and The Cancer Genome Atlas Research Network and Canc Genome Atlas Res Network and Cancer Genome Atlas Research Network
Cell Reports, ISSN 2211-1247, 04/2018, Volume 23, Issue 1, pp. 313 - 326.e5
Journal Article
by Abeshouse, Adam and Ahn, Jaeil and Akbani, Rehan and Ally, Adrian and Amin, Samirkumar and Andry, Christopher D and Annala, Matti and Aprikian, Armen and Armenia, Joshua and Arora, Arshi and Auman, J. Todd and Balasundaram, Miruna and Balu, Saianand and Barbieri, Christopher E and Bauer, Thomas and Benz, Christopher C and Bergeron, Alain and Beroukhim, Rameen and Berrios, Mario and Bivol, Adrian and Bodenheimer, Tom and Boice, Lori and Bootwalla, Moiz S and Borges dos Reis, Rodolfo and Boutros, Paul C and Bowen, Jay and Bowlby, Reanne and Boyd, Jeffrey and Bradley, Robert K and Breggia, Anne and Brimo, Fadi and Bristow, Christopher A and Brooks, Denise and Broom, Bradley M and Bryce, Alan H and Bubley, Glenn and Burks, Eric and Butterfield, Yaron S.N and Button, Michael and Canes, David and Carlotti, Carlos G and Carlsen, Rebecca and Carmel, Michel and Carroll, Peter R and Carter, Scott L and Cartun, Richard and Carver, Brett S and Chan, June M and Chang, Matthew T and Chen, Yu and Cherniack, Andrew D and Chevalier, Simone and Chin, Lynda and Cho, Juok and Chu, Andy and Chuah, Eric and Chudamani, Sudha and Cibulskis, Kristian and Ciriello, Giovanni and Clarke, Amanda and Cooperberg, Matthew R and Corcoran, Niall M and Costello, Anthony J and Cowan, Janet and Crain, Daniel and Curley, Erin and David, Kerstin and Demchok, John A and Demichelis, Francesca and Dhalla, Noreen and Dhir, Rajiv and Doueik, Alexandre and Drake, Bettina and Dvinge, Heidi and Dyakova, Natalya and Felau, Ina and Ferguson, Martin L and Frazer, Scott and Freedland, Stephen and Fu, Yao and Gabriel, Stacey B and Gao, Jianjiong and Gardner, Johanna and Gastier-Foster, Julie M and Gehlenborg, Nils and Gerken, Mark and Gerstein, Mark B and Getz, Gad and Godwin, Andrew K and Gopalan, Anuradha and Graefen, Markus and Graim, Kiley and Gribbin, Thomas and Guin, Ranabir and Gupta, Manaswi and Hadjipanayis, Angela and Haider, Syed and Hamel, Lucie and Hayes, D. Neil and Heiman, David I and ... and The Cancer Genome Atlas Research Network and Canc Genome Atlas Res Network and Cancer Genome Atlas Research Network
Cell, ISSN 0092-8674, 11/2015, Volume 163, Issue 4, pp. 1011 - 1025
Journal Article
by Saltz, Joel and Gupta, Rajarsi and Hou, Le and Kurc, Tahsin and Singh, Pankaj and Nguyen, Vu and Samaras, Dimitris and Shroyer, Kenneth R and Zhao, Tianhao and Batiste, Rebecca and Van Arnam, John and Caesar-Johnson, Samantha J and Demchok, John A and Felau, Ina and Kasapi, Melpomeni and Ferguson, Martin L and Hutter, Carolyn M and Sofia, Heidi J and Tarnuzzer, Roy and Wang, Zhining and Yang, Liming and Zenklusen, Jean C and Zhang, Jiashan (Julia) and Chudamani, Sudha and Liu, Jia and Lolla, Laxmi and Naresh, Rashi and Pihl, Todd and Sun, Qiang and Wan, Yunhu and Wu, Ye and Cho, Juok and DeFreitas, Timothy and Frazer, Scott and Gehlenborg, Nils and Getz, Gad and Heiman, David I and Kim, Jaegil and Lawrence, Michael S and Lin, Pei and Meier, Sam and Noble, Michael S and Saksena, Gordon and Voet, Doug and Zhang, Hailei and Bernard, Brady and Chambwe, Nyasha and Dhankani, Varsha and Knijnenburg, Theo and Kramer, Roger and Leinonen, Kalle and Liu, Yuexin and Miller, Michael and Reynolds, Sheila and Shmulevich, Ilya and Thorsson, Vesteinn and Zhang, Wei and Akbani, Rehan and Broom, Bradley M and Hegde, Apurva M and Ju, Zhenlin and Kanchi, Rupa S and Korkut, Anil and Li, Jun and Liang, Han and Ling, Shiyun and Liu, Wenbin and Lu, Yiling and Mills, Gordon B and Ng, Kwok-Shing and Rao, Arvind and Ryan, Michael and Wang, Jing and Weinstein, John N and Zhang, Jiexin and Abeshouse, Adam and Armenia, Joshua and Chakravarty, Debyani and Chatila, Walid K and de Bruijn, Ino and Gao, Jianjiong and Gross, Benjamin E and Heins, Zachary J and Kundra, Ritika and La, Konnor and Ladanyi, Marc and Luna, Augustin and Nissan, Moriah G and Ochoa, Angelica and Phillips, Sarah M and Reznik, Ed and Sanchez-Vega, Francisco and Sander, Chris and Schultz, Nikolaus and Sheridan, Robert and Sumer, S. Onur and Sun, Yichao and Taylor, Barry S and Wang, Jioajiao and Zhang, Hongxin and ... and The Cancer Genome Atlas Research Network and Canc Genome Atlas Res Network and Cancer Genome Atlas Research Network
Cell Reports, ISSN 2211-1247, 04/2018, Volume 23, Issue 1, pp. 181 - 193.e7
Beyond sample curation and basic pathologic characterization, the digitized H&E-stained images of TCGA samples remain underutilized. To highlight this... 
deep learning | lymphocytes | digital pathology | bioinformatics | computer vision | tumor-infiltrating lymphocytes | immuno-oncology | tumor microenvironment | machine learning | artificial intelligence | MELANOMA | IMMUNE CONTEXTURE | GENOMIC ANALYSES | SOLID TUMORS | SUBTYPES | SQUAMOUS-CELL CARCINOMA | PROPOSAL | CANCER | STANDARDIZED METHOD | BREAST | CELL BIOLOGY
Journal Article