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A Novel Multiscale Gaussian-Matched Filter Using Neural Networks for the Segmentation of X-Ray Coronary Angiograms

The accurate and efficient segmentation of coronary arteries in X-ray angiograms represents an essential task for computer-aided diagnosis. This paper presents a new multiscale Gaussian-matched filter (MGMF) based on artificial neural networks. The proposed method consists of two different stages. I...

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Publicat a:J Healthc Eng
Autors principals: Cruz-Aceves, Ivan, Cervantes-Sanchez, Fernando, Avila-Garcia, Maria Susana
Format: Artigo
Idioma:Inglês
Publicat: Hindawi 2018
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5932432/
https://ncbi.nlm.nih.gov/pubmed/29849999
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2018/5812059
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