Reduced atlas database and its application in multi-atlas segmentation

Yaqian Zhao; Jiachen Zhang; Aimin Hao; Yue Fu

Reduced atlas database and its application in multi-atlas segmentation

Yaqian Zhao^*
, Jiachen Zhang
, Aimin Hao
, Yue Fu

^*Corresponding author for this work

School of Computer Science and Engineering

Beihang University
University of Electronic Science and Technology of China
Hebei GEO University

Research output: Contribution to journal › Article › peer-review

Abstract

To simplify the problem of atlas selection in multi-atlas segmentation, we define Minimum Reduced Atlas Database (MinRAD), and give an algorithm of selecting MinRAD. Furthermore, nine types of MinRAD model are proposed based different similarity measures and input images, and their performances on multi-atlas segmentation are compared in two databases. Finally, we give some advice on how to select similarity measure and its threshold.

Original language	English
Pages (from-to)	1430-1435
Number of pages	6
Journal	Journal of Theoretical and Applied Information Technology
Volume	48
Issue number	3
State	Published - 2013

Keywords

Brain MRI segmentation
Medical image processing
Multi-atlas segmentation
Reduced atlas database
Structural similarity

Cite this

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abstract = "To simplify the problem of atlas selection in multi-atlas segmentation, we define Minimum Reduced Atlas Database (MinRAD), and give an algorithm of selecting MinRAD. Furthermore, nine types of MinRAD model are proposed based different similarity measures and input images, and their performances on multi-atlas segmentation are compared in two databases. Finally, we give some advice on how to select similarity measure and its threshold.",

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AU - Zhang, Jiachen

AU - Hao, Aimin

AU - Fu, Yue

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N2 - To simplify the problem of atlas selection in multi-atlas segmentation, we define Minimum Reduced Atlas Database (MinRAD), and give an algorithm of selecting MinRAD. Furthermore, nine types of MinRAD model are proposed based different similarity measures and input images, and their performances on multi-atlas segmentation are compared in two databases. Finally, we give some advice on how to select similarity measure and its threshold.

AB - To simplify the problem of atlas selection in multi-atlas segmentation, we define Minimum Reduced Atlas Database (MinRAD), and give an algorithm of selecting MinRAD. Furthermore, nine types of MinRAD model are proposed based different similarity measures and input images, and their performances on multi-atlas segmentation are compared in two databases. Finally, we give some advice on how to select similarity measure and its threshold.

KW - Brain MRI segmentation

KW - Medical image processing

KW - Multi-atlas segmentation

KW - Reduced atlas database

KW - Structural similarity

UR - https://www.scopus.com/pages/publications/84876067092

M3 - 文章

AN - SCOPUS:84876067092

SN - 1992-8645

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JO - Journal of Theoretical and Applied Information Technology

JF - Journal of Theoretical and Applied Information Technology

IS - 3

ER -

Reduced atlas database and its application in multi-atlas segmentation

Abstract

Keywords

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