Data-Driven multi-Contrast spectral microstructure imaging with InSpect: INtegrated SPECTral component estimation and mapping

We introduce and demonstrate an unsupervised machine learning technique for spectroscopic analysis of quantitative MRI experiments. Our algorithm supports estimation of one-dimensional spectra from single-contrast data, and multidimensional correlation spectra from simultaneous multi-contrast data....

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Detalles Bibliográficos
Autores principales: Slator, Paddy J., Hutter, Jana, Marinescu, Razvan V., Palombo, Marco, Jackson, Laurence H., Ho, Alison, Chappell, Lucy C., Rutherford, Mary, Hajnal, Joseph V., Alexander, Daniel C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543043/
https://www.ncbi.nlm.nih.gov/pubmed/33934005
http://dx.doi.org/10.1016/j.media.2021.102045

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543043/
https://www.ncbi.nlm.nih.gov/pubmed/33934005
http://dx.doi.org/10.1016/j.media.2021.102045

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