PTNet3D: A 3D High-Resolution Longitudinal Infant Brain MRI Synthesizer Based on Transformers

PTNet3D: A 3D High-Resolution Longitudinal Infant Brain MRI Synthesizer Based on Transformers

An increased interest in longitudinal neurodevelopment during the first few years after birth has emerged in recent years. Noninvasive magnetic resonance imaging (MRI) can provide crucial information about the development of brain structures in the early months of life. Despite the success of MRI co...

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Bibliographic Details
Main Authors: Aw, N. (Author), Ettehadi, N. (Author), Guo, J. (Author), He, X. (Author), Laine, A. (Author), Posner, J. (Author), Semanek, D. (Author), Wang, Y. (Author), Zhang, X. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
6g mobile communication
6G mobile communication
Convolutional neural network
Generative adversarial networks
Hafnium
Infant brain magnetic resonance imaging
Infant brain MRI
Kernel
Large dataset
License
Licenses
Magnetic resonance imaging
Magnetic resonance imaging synthesis
Mobile communications
Mobile telecommunication systems
MRI synthesis
neural network
Neural networks
Neural-networks
performer
Performer
transformer
Transformer
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