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Fuzzy-C-Means Clustering Based Segmentation and CNN-Classification for Accurate Segmentation of Lung Nodules

OBJECTIVE: Accurate segmentation of abnormal and healthy lungs is very crucial for a steadfast computer-aided disease diagnostics. METHODS: For this purpose a stack of chest CT scans are processed. In this paper, novel methods are proposed for segmentation of the multimodal grayscale lung CT scan. I...

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Detalhes bibliográficos
Publicado no:Asian Pac J Cancer Prev
Main Authors: K, Jalal Deen, R, Ganesan, A, Merline
Formato: Artigo
Idioma:Inglês
Publicado em: West Asia Organization for Cancer Prevention 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5648392/
https://ncbi.nlm.nih.gov/pubmed/28749127
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.22034/APJCP.2017.18.7.1869
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