EMBER multidimensional spectral microscopy enables quantitative determination of disease- and cell-specific amyloid strains
Sign Up to like & getrecommendations! Published in 2023 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2300769120
Abstract: Significance In neurodegenerative diseases, proteins fold into amyloid structures with distinct conformations (strains). There is a need to rapidly identify these amyloid conformations in situ. Here, we use machine learning on the full information available… read more here.
Keywords: spectral microscopy; multidimensional spectral; disease; microscopy ... See more keywords
A Multidimensional Spectral Transformer with Channel-Wise Correlation for Hyperspectral Image Classification
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DOI: 10.3390/app13095482
Abstract: Convolutional neural networks (CNNs) have been developed as an effective strategy for hyperspectral image (HSI) classification. However, the lack of feature extraction by CNN networks is due to the network failing to effectively extract global… read more here.
Keywords: multidimensional spectral; classification; correlation; image classification ... See more keywords