Analysis of the Human Protein Atlas Image Classification competition

Pinpointing subcellular protein localizations from microscopy images is easy to the trained eye, but challenging to automate. Based on the Human Protein Atlas image collection, we held a competition to identify deep learning solutions to solve this task. Challenges included training on highly imbala...

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Detalhes bibliográficos
Publicado no:Nat Methods
Main Authors: Ouyang, Wei, Winsnes, Casper F., Hjelmare, Martin, Cesnik, Anthony J., Åkesson, Lovisa, Xu, Hao, Sullivan, Devin P., Dai, Shubin, Lan, Jun, Jinmo, Park, Galib, Shaikat M., Henkel, Christof, Hwang, Kevin, Poplavskiy, Dmytro, Tunguz, Bojan, Wolfinger, Russel D., Gu, Yinzheng, Li, Chuanpeng, Xie, Jinbin, Buslov, Dmitry, Fironov, Sergei, Kiselev, Alexander, Panchenko, Dmytro, Cao, Xuan, Wei, Runmin, Wu, Yuanhao, Zhu, Xun, Tseng, Kuan-Lun, Gao, Zhifeng, Ju, Cheng, Yi, Xiaohan, Zheng, Hongdong, Kappel, Constantin, Lundberg, Emma
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group US 2019
Assuntos:
Analysis
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6976526/
https://ncbi.nlm.nih.gov/pubmed/31780840
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41592-019-0658-6
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