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Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer’s Disease Diagnosis using Structural MRI
Structural magnetic resonance imaging (sMRI) has been widely used for computer-aided diagnosis of neurodegenerative disorders, e.g., Alzheimer’s disease (AD), due to its sensitivity to morphological changes caused by brain atrophy. Recently, a few deep learning methods (e.g., convolutional neural ne...
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| Publicado en: | IEEE Trans Pattern Anal Mach Intell |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
2018
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| Assuntos: | |
| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6588512/ https://ncbi.nlm.nih.gov/pubmed/30582529 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TPAMI.2018.2889096 |
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