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Multi-Scale Modeling of Neural Structure in X-Ray Imagery

Aishwarya Balwani,Joseph Miano,Ran Liu,Lindsey Kitchell,Judy A. Prasad,Erik C. Johnson,William Gray-Roncal,Eva L. Dyer

2021 IEEE International Conference on Image Processing (ICIP)（2021）

Cited 3|Views13
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Abstract
Methods for resolving the brain’s microstructure are rapidly improving, allowing us to image large brain volumes at high resolutions. As a result, the interrogation of samples spanning multiple diversified brain regions is becoming increasingly common. Understanding these samples often requires multi-scale processing: segmentation of the detailed microstructure and large-scale modelling of the mac...
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Key words
Deep learning,Image segmentation,Image resolution,Limiting,Conferences,Brain modeling,Mice
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