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Sensitivity Analysis in Digital Pathology: Handling Large Number of Parameters with Compute Expensive Workflows

Digital pathology imaging enables valuable quantitative characterizations of tissue state at the sub-cellular level. While there is a growing set of methods for analysis of whole slide tissue images, many of them are sensitive to changes in input parameters. Evaluating how analysis results are affec...

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Библиографические подробности
Опубликовано в: :Comput Biol Med
Главные авторы: Gomes, Jeremias, Barreiros, Willian, Kurc, Tahsin, Melo, Alba C. M. A., Kong, Jun, Saltz, Joel H., Teodoro, George
Формат: Artigo
Язык:Inglês
Опубликовано: 2019
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7363453/
https://ncbi.nlm.nih.gov/pubmed/31054503
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compbiomed.2019.03.006
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