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Neuropathological correlates of MRI-observed hypointense lesions in the APP23 mouse model of cerebral amyloid angiopathy. [PDF]
van den Berg ML +8 more
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Multi-step chestnut physical characteristics classification model based on vision transformation using a single-view RGB image. [PDF]
Kim TH, Kwon KH, Kim AN.
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An interpretable cascaded residual iterative network for sparse-view spectral CT imaging. [PDF]
Zhang X +7 more
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Medical Image Segmentation With Deep Atlas Prior
IEEE Transactions on Medical Imaging, 2021Organ segmentation from medical images is one of the most important pre-processing steps in computer-aided diagnosis, but it is a challenging task because of limited annotated data, low-contrast and non-homogenous textures. Compared with natural images, organs in the medical images have obvious anatomical prior knowledge (e.g., organ shape and position)
Huimin Huang +10 more
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Image demosaicing using Deep Image Prior
Proceedings II of the 29st Conference STUDENT EEICT 2023: Selected papers., 2023The paper focuses on the problem of image demosaicingusing the deep image prior. The deep image prior (DIP)is an uncommon concept that uses a generative neural networkwhich, however, utilizes only the degraded image as the inputfor training. A novel method for image demosaicing is proposed,based on DIP, and it is compared with common demosaicingmethods.
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EEG Source Imaging using GANs with Deep Image Prior
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022Brain source localization from electroencephalogram (EEG) signals is an challenging problem for noninvasively localizing the brain activity. Conventional methods use handcrafted regularization terms based on neural-physiological assumptions by exploiting the spatial-temporal structure on the source signals.
Yaxin, Guo +5 more
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