A review on brain structures segmentation in magnetic resonance imaging

作者:

Highlights:

• Identifying the brain structures is a key aspect for cognitive disease diagnosis.

• We present a review of automatic brain structures segmentation methods.

• We provide a classification according to the strategy used to segment the structures.

• Qualitative and quantitative results are presented and discussed.

• Future trends should combine multi-atlas with learning-based or deformable approaches.

摘要

Highlights•Identifying the brain structures is a key aspect for cognitive disease diagnosis.•We present a review of automatic brain structures segmentation methods.•We provide a classification according to the strategy used to segment the structures.•Qualitative and quantitative results are presented and discussed.•Future trends should combine multi-atlas with learning-based or deformable approaches.

论文关键词:Review,Automated segmentation methods,Brain structures,Magnetic resonance imaging

论文评审过程:Received 1 April 2016, Revised 27 July 2016, Accepted 5 September 2016, Available online 30 September 2016, Version of Record 7 October 2016.

论文官网地址:https://doi.org/10.1016/j.artmed.2016.09.001