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Journal Article
by Thorsson, Vesteinn and Thorsson, Vésteinn and Gibbs, Richard A and Gibbs, David L and Brown, Scott D and Wolf, Gregory and Wolf, Denise and Bortone, Dante S and Ou Yang, Tai-Hsien and Porta-Pardo, Eduard and Gao, Galen F and Gao, Jianjiong 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, Wenbin and Liu, Jianfang and Liu, Jia and Liu, Yuexin and Liu, Xiuping and Rader, Janet and Dhankani, Varsha and Reynolds, Sheila and Reynolds, Sheila M and Bowlby, Reanne and Califano, Andrea and Cherniack, Andrew D and Anastassiou, Dimitris and Bedognetti, Davide and Rao, Arvind and Chen, Chu and Chen, Ken and Chen, Amy and Krasnitz, Alexander and Hu, Jianhong 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 and Holt, Robert A and Rabkin, Charles E 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, Jioajiao and Wang, Linghua and Wang, Zhining and Wang, Jing and Wang, Timothy and Wang, Min and Yang, Hannah and Yang, Ian and Yang, Ju Dong and Yang, Liming and Zenklusen, Jean C and Zhang, Lizhi and Zhang, Hongxin and Zhang, Jiexin and Zhang, Hongzheng and Zhang, Jiashan (Julia) and Zhang, Wei and Zhang, Hailei and Chudamani, Sudha and Lolla, Laxmi and Naresh, Rashi and Pihl, Todd and Sun, Yichao 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 ... 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 | 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 | Deoxyribonucleic acid--DNA | Immune system | Medical research | Wound healing | Immunomodulation | MiRNA | Stockholders | Inflammation | T cell receptors | Communications networks | Gene expression | White blood cells | Inventors | Medical prognosis | γ-Interferon | Mutation | Cancer | Tumors | Index Medicus | Immune Subtypes | Integrative Network Analysis | Cancer Genomics | Immuno-oncology | Tumor immunology
Journal Article
Journal Article
Science, ISSN 0036-8075, 5/2001, Volume 292, Issue 5518, pp. 929 - 934
Journal Article
Journal Article
by Saltz, Joel and Gupta, Rajarsi and Hou, Le and Kurc, Tahsin and Singh, Rosy and Singh, Pankaj and Singh, Bhuvanesh and Nguyen, Phuong and Nguyen, Vu and Samaras, Dimitris and Shroyer, Kenneth R and Zhao, Tianhao and Zhao, Fengmei 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, Min and Wang, Jing and Wang, Jioajiao and Wang, Timothy and Wang, Zhining and Wang, Linghua and Yang, Liming and Yang, Ian and Yang, Hannah and Yang, Ju Dong and Zenklusen, Jean C and Zhang, Wei and Zhang, Hongzheng and Zhang, Hailei and Zhang, Hongxin and Zhang, Jiexin and Zhang, Jiashan (Julia) and Zhang, Lizhi and Chudamani, Sudha and Liu, Yuexin and Liu, Xiuping and Liu, Wenbin and Liu, Jia and Lolla, Laxmi and Naresh, Rashi and Pihl, Todd and Sun, Qiang and Sun, Yichao 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 Bernard, Brady and Chambwe, Nyasha and Dhankani, Varsha and Knijnenburg, Theo and Kramer, Roger and Leinonen, Kalle and Miller, Judy and Miller, Christopher A and Miller, Michael and Reynolds, Sheila and Shmulevich, Ilya and Thorsson, Vesteinn and Thorsson, Vésteinn 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 Li, Wei and Liang, Han and Ling, Shiyun and Lu, Yiling and Mills, Gordon B and Ng, Kwok-Shing and Rao, Arvind U.K and Rao, Arvind and Ryan, Michael and Weinstein, John N and Abeshouse, Adam and Armenia, Joshua and Chakravarty, Debyani and Chatila, Walid K and ... 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