Detection of cancerous masses for screening mammography using discrete wavelet transform-based multiresolution Markov random field

When cancerous masses are embedded in and camouflaged by varying densities of parenchymal tissue structures, they are difficult to visually detect on mammograms. We present a novel algorithm based on the discrete wavelet transform (DWT) and multiresolution markov random field (MMRF) that will single...

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Bibliografiske detaljer
Main Authors: Zheng, Lei, Chan, Andrew K., McCord, Gary, Wu, Steve, Liu, J. Steve
Format: Artigo
Sprog:Inglês
Udgivet: Springer-Verlag 1999
Fag:
Session I: Digital Imaging and Image Processing
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3452895/
https://ncbi.nlm.nih.gov/pubmed/10342157
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/BF03168746
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