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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2019
Materias:
Analysis
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6976526/
https://www.ncbi.nlm.nih.gov/pubmed/31780840
http://dx.doi.org/10.1038/s41592-019-0658-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6976526/
https://www.ncbi.nlm.nih.gov/pubmed/31780840
http://dx.doi.org/10.1038/s41592-019-0658-6

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