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Algorithm sensitivity analysis and parameter tuning for tissue image segmentation pipelines

MOTIVATION: Sensitivity analysis and parameter tuning are important processes in large-scale image analysis. They are very costly because the image analysis workflows are required to be executed several times to systematically correlate output variations with parameter changes or to tune parameters....

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Detalles Bibliográficos
Autores principales: Teodoro, George, Kurç, Tahsin M, Taveira, Luís F R, Melo, Alba C M A, Gao, Yi, Kong, Jun, Saltz, Joel H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5409344/
https://www.ncbi.nlm.nih.gov/pubmed/28062445
http://dx.doi.org/10.1093/bioinformatics/btw749