ViViMZheimer a slice based end to end model for Alzheimer's disease diagnosis from 3D MRI.
Sign Up to like & getrecommendations! Published in 2025 at "Scientific reports"
DOI: 10.1038/s41598-025-29119-7
Abstract: Slice-based models have been widely applied in Alzheimer’s disease (AD) identification tasks due to their reduced parameter count and fast inference speed. However, existing slice-based models require additional slice extraction steps and cannot achieve an… read more here.
Keywords: alzheimer disease; slice based; end end; slice ... See more keywords
Slice-Based Online Convolutional Dictionary Learning
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2019.2931914
Abstract: Convolutional dictionary learning (CDL) aims to learn a structured and shift-invariant dictionary to decompose signals into sparse representations. While yielding superior results compared to traditional sparse coding methods on various signal and image processing tasks,… read more here.
Keywords: slice based; based online; dictionary learning; convolutional dictionary ... See more keywords