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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. Among authors: alhusseiny am. Bioinformatics. 2019 Sep 15;35(18):3461-3467. doi: 10.1093/bioinformatics/btz083. Bioinformatics. 2019. PMID: 30726865 Free PMC article.
NuCLS: A scalable crowdsourcing approach and dataset for nucleus classification and segmentation in breast cancer.
Amgad M, Atteya LA, Hussein H, Mohammed KH, Hafiz E, Elsebaie MAT, Alhusseiny AM, AlMoslemany MA, Elmatboly AM, Pappalardo PA, Sakr RA, Mobadersany P, Rachid A, Saad AM, Alkashash AM, Ruhban IA, Alrefai A, Elgazar NM, Abdulkarim A, Farag AA, Etman A, Elsaeed AG, Alagha Y, Amer YA, Raslan AM, Nadim MK, Elsebaie MAT, Ayad A, Hanna LE, Gadallah A, Elkady M, Drumheller B, Jaye D, Manthey D, Gutman DA, Elfandy H, Cooper LAD. Amgad M, et al. Among authors: alhusseiny am. Gigascience. 2022 May 17;11:giac037. doi: 10.1093/gigascience/giac037. Gigascience. 2022. PMID: 35579553 Free PMC article.