Turning brain MRI into diagnostic PET: 15O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder–decoder networks

Accurate quantification of cerebral blood flow (CBF) is essential for the diagnosis and assessment of a wide range of neurological diseases. Positron emission tomography (PET) with radiolabeled water (15O-water) is the gold-standard for the measurement of CBF in humans, however, it is not widely ava...

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Bibliographic Details

Published in:	Medical image analysis Vol. 93; p. 103072
Main Authors:	Hussein, Ramy, Shin, David, Zhao, Moss Y., Guo, Jia, Davidzon, Guido, Steinberg, Gary, Moseley, Michael, Zaharchuk, Greg
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.04.2024
Subjects:	Attention mechanisms Cerebrovascular disease Encoder-decoder networks Multi-contrast MRI PET Encoder-decoder networks Multi-contrast MRI Attention mechanisms PET Cerebrovascular disease
ISSN:	1361-8415, 1361-8423, 1361-8423
Online Access:	Get full text
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