A stochastic approach for automated brain MRI segmentation

Abstract This paper presents an approach to segment lesions from brain magnetic resonance images in a fully automatic manner. The proposed idea leverages the strength of classical random walker algorithm and graph cut optimization technique in a single framework. We demonstrate that formulating a “p...

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Bibliographic Details
Main Authors: Pubali Chatterjee, Kaushik Das Sharma, Amlan Chakrabarti
Format: Article
Language:English
Published: Wiley 2021-02-01
Series:IET Image Processing
Online Access:https://doi.org/10.1049/ipr2.12058