On the interplay of machine learning and background knowledge in image interpretation by Bayesian networks

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摘要

ObjectivesTo obtain a balanced view on the role and place of expert knowledge and learning methods in building Bayesian networks for medical image interpretation.

论文关键词:Bayesian networks,Data discretisation,Structure learning,Computer-aided detection,Medical image interpretation,Mammography

论文评审过程:Received 12 January 2012, Revised 26 October 2012, Accepted 8 December 2012, Available online 7 February 2013.

论文官网地址:https://doi.org/10.1016/j.artmed.2012.12.004