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Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images.
Saltz J, Gupta R, Hou L, Kurc T, Singh P, Nguyen V, Samaras D, Shroyer KR, Zhao T, Batiste R, Van Arnam J; Cancer Genome Atlas Research Network; Shmulevich I, Rao AUK, Lazar AJ, Sharma A, Thorsson V. Saltz J, et al. Cell Rep. 2018 Apr 3;23(1):181-193.e7. doi: 10.1016/j.celrep.2018.03.086. Cell Rep. 2018. PMID: 29617659 Free PMC article.
Oncogenic Signaling Pathways in The Cancer Genome Atlas.
Sanchez-Vega F, Mina M, Armenia J, Chatila WK, Luna A, La KC, Dimitriadoy S, Liu DL, Kantheti HS, Saghafinia S, Chakravarty D, Daian F, Gao Q, Bailey MH, Liang WW, Foltz SM, Shmulevich I, Ding L, Heins Z, Ochoa A, Gross B, Gao J, Zhang H, Kundra R, Kandoth C, Bahceci I, Dervishi L, Dogrusoz U, Zhou W, Shen H, Laird PW, Way GP, Greene CS, Liang H, Xiao Y, Wang C, Iavarone A, Berger AH, Bivona TG, Lazar AJ, Hammer GD, Giordano T, Kwong LN, McArthur G, Huang C, Tward AD, Frederick MJ, McCormick F, Meyerson M; Cancer Genome Atlas Research Network; Van Allen EM, Cherniack AD, Ciriello G, Sander C, Schultz N. Sanchez-Vega F, et al. Cell. 2018 Apr 5;173(2):321-337.e10. doi: 10.1016/j.cell.2018.03.035. Cell. 2018. PMID: 29625050 Free PMC article.
Molecular Characterization and Clinical Relevance of Metabolic Expression Subtypes in Human Cancers.
Peng X, Chen Z, Farshidfar F, Xu X, Lorenzi PL, Wang Y, Cheng F, Tan L, Mojumdar K, Du D, Ge Z, Li J, Thomas GV, Birsoy K, Liu L, Zhang H, Zhao Z, Marchand C, Weinstein JN; Cancer Genome Atlas Research Network; Bathe OF, Liang H. Peng X, et al. Cell Rep. 2018 Apr 3;23(1):255-269.e4. doi: 10.1016/j.celrep.2018.03.077. Cell Rep. 2018. PMID: 29617665 Free PMC article.
Integrated Genomic Analysis of the Ubiquitin Pathway across Cancer Types.
Ge Z, Leighton JS, Wang Y, Peng X, Chen Z, Chen H, Sun Y, Yao F, Li J, Zhang H, Liu J, Shriver CD, Hu H; Cancer Genome Atlas Research Network; Piwnica-Worms H, Ma L, Liang H. Ge Z, et al. Cell Rep. 2018 Apr 3;23(1):213-226.e3. doi: 10.1016/j.celrep.2018.03.047. Cell Rep. 2018. PMID: 29617661 Free PMC article.
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