Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image
Access status:
Open Access
Type
Conference paperAuthor/s
Liu, SiqiHadi, Nur
Liu, Sidong
Pujol, Sonia
Kikinis, Ron
Zhang, Fan
Feng, Dagan
Cai, Weidong
Abstract
The content-based retrieval of diffusion magnetic resonance (dMR) imaging data would enable a wide range of analyses on large databases with dMR images.This paper proposes a content-based retrieval framework for dMR images to explore the use of Diffusion Tensor Imaging (DTI) - ...
See moreThe content-based retrieval of diffusion magnetic resonance (dMR) imaging data would enable a wide range of analyses on large databases with dMR images.This paper proposes a content-based retrieval framework for dMR images to explore the use of Diffusion Tensor Imaging (DTI) - derived parameters. The propagation graph algorithm is proposed for the query-centric retrieval of dMR subjects and the fusion of different features. The proposed framework was evaluated with ADNI database with 233 baseline dMR images. The preliminary results show that the proposed retrieval framework is able to retrieve subjects with similar neurodegenerative patterns.
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See moreThe content-based retrieval of diffusion magnetic resonance (dMR) imaging data would enable a wide range of analyses on large databases with dMR images.This paper proposes a content-based retrieval framework for dMR images to explore the use of Diffusion Tensor Imaging (DTI) - derived parameters. The propagation graph algorithm is proposed for the query-centric retrieval of dMR subjects and the fusion of different features. The proposed framework was evaluated with ADNI database with 233 baseline dMR images. The preliminary results show that the proposed retrieval framework is able to retrieve subjects with similar neurodegenerative patterns.
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Date
2015-12-19Publisher
SpringerLicence
This is a post-peer-review, pre-copyedit version of an article published in MRMD 2015, LNCS 9059. The final authenticated version is available online at: https://link.springer.com/chapter/10.1007%2F978-3-319-24471-6_5.Citation
Liu S. et al. (2015) Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image. In: Müller H., Jimenez del Toro O., Hanbury A., Langs G., Foncubierta Rodriguez A. (eds) Multimodal Retrieval in the Medical Domain. MRDM 2015. Lecture Notes in Computer Science, vol 9059. Springer, ChamShare