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Impact of lesion segmentation metrics on computer-aided diagnosis/detection in breast computed tomography

Evaluation of segmentation algorithms usually involves comparisons of segmentations to gold-standard delineations without regard to the ultimate medical decision-making task. We compare two segmentation evaluations methods—a Dice similarity coefficient (DSC) evaluation and a diagnostic classificatio...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Kuo, Hsien-Chi, Giger, Maryellen L., Reiser, Ingrid, Drukker, Karen, Boone, John M., Lindfors, Karen K., Yang, Kai, Edwards, Alexandra
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2014
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4478751/
https://ncbi.nlm.nih.gov/pubmed/26158052
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.1.3.031012
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