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Parallel and Efficient Sensitivity Analysis of Microscopy Image Segmentation Workflows in Hybrid Systems

We investigate efficient sensitivity analysis (SA) of algorithms that segment and classify image features in a large dataset of high-resolution images. Algorithm SA is the process of evaluating variations of methods and parameter values to quantify differences in the output. A SA can be very compute...

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Detalles Bibliográficos
Publicado en:Proc IEEE Int Conf Clust Comput
Autores principales: Barreiros, Willian, Teodoro, George, Kurc, Tahsin, Kong, Jun, Melo, Alba C. M. A., Saltz, Joel
Formato: Artigo
Lenguaje:Inglês
Publicado: 2017
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5658136/
https://ncbi.nlm.nih.gov/pubmed/29081725
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CLUSTER.2017.28
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