Variational Autoencoders for Generating Synthetic Tractography-Based Bundle Templates in a Low-Data Setting

White matter tracts generated from whole brain tractography are often processed using automatic segmentation methods with standard atlases. Atlases are generated from hundreds of subjects, which becomes time-consuming to create and difficult to apply to all populations. In this study, we extended ou...

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Bibliographic Details

Published in:	2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Vol. 2023; pp. 1 - 6
Main Authors:	Feng, Yixue, Chandio, Bramsh Q., Thomopoulos, Sophia I., Chattopadhyay, Tamoghna, Thompson, Paul M.
Format:	Conference Proceeding Journal Article
Language:	English
Published:	United States IEEE 01.01.2023
Subjects:	Adult Benchmarking Brain - diagnostic imaging Estimation Humans Image Processing, Computer-Assisted - methods Kernel Measurement Shape Sociology Training White matter White Matter - diagnostic imaging
ISSN:	2694-0604, 2694-0604
Online Access:	Get full text
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