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Predicting cancer outcomes from histology and genomics using convolutional networks.
Mobadersany P, Yousefi S, Amgad M, Gutman DA, Barnholtz-Sloan JS, Velázquez Vega JE, Brat DJ, Cooper LAD. Mobadersany P, et al. Among authors: amgad m. Proc Natl Acad Sci U S A. 2018 Mar 27;115(13):E2970-E2979. doi: 10.1073/pnas.1717139115. Epub 2018 Mar 12. Proc Natl Acad Sci U S A. 2018. PMID: 29531073 Free PMC article.
Structured crowdsourcing enables convolutional segmentation of histology images.
Amgad M, Elfandy H, Hussein H, Atteya LA, Elsebaie MAT, Abo Elnasr LS, Sakr RA, Salem HSE, Ismail AF, Saad AM, Ahmed J, Elsebaie MAT, Rahman M, Ruhban IA, Elgazar NM, Alagha Y, Osman MH, Alhusseiny AM, Khalaf MM, Younes AF, Abdulkarim A, Younes DM, Gadallah AM, Elkashash AM, Fala SY, Zaki BM, Beezley J, Chittajallu DR, Manthey D, Gutman DA, Cooper LAD. Amgad M, et al. Bioinformatics. 2019 Sep 15;35(18):3461-3467. doi: 10.1093/bioinformatics/btz083. Bioinformatics. 2019. PMID: 30726865 Free PMC article.
40 results