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Anatomical Landmark Based Deep Feature Representation for MR Images in Brain Disease Diagnosis

Most automated techniques for brain disease diagnosis utilize hand-crafted (e.g., voxel-based or region-based) biomarkers from structural magnetic resonance (MR) images as feature representations. However, these hand-crafted features are usually high-dimensional or require regions-of-interest define...

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Podrobná bibliografie
Vydáno v:IEEE J Biomed Health Inform
Hlavní autoři: Liu, Mingxia, Zhang, Jun, Nie, Dong, Yap, Pew-Thian, Shen, Dinggang
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6238951/
https://ncbi.nlm.nih.gov/pubmed/29994175
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JBHI.2018.2791863
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