Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast

Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast

Most existing algorithms for automatic 3D morphometry of human brain MRI scans are designed for data with near-isotropic voxels at approximately 1 mm resolution, and frequently have contrast constraints as well-typically requiring T1-weighted images (e.g., MP-RAGE scans). This limitation prevents th...

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Bibliographic Details
Main Authors: Iglesias, Juan Eugenio, Billot, Benjamin, Balbastre, Yaël, Tabari, Azadeh, Conklin, John, Gilberto González, R, Alexander, Daniel C, Golland, Polina, Edlow, Brian L, Fischl, Bruce
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Elsevier BV 2022
Online Access:https://hdl.handle.net/1721.1/143583

Internet

https://hdl.handle.net/1721.1/143583

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