Self-labelled encoder-decoder (SLED) for multi-echo gradient echo-based myelin water imaging.

Liu, Hanwen; Grouza, Vladimir; Tuznik, Marius; Siminovitch, Katherine A; Bagheri, Hooman; Peterson, Alan; Rudko, David A

Liu, Hanwen; Grouza, Vladimir; Tuznik, Marius; Siminovitch, Katherine A; Bagheri, Hooman; Peterson, Alan; Rudko, David A.

Afiliación

Liu H; McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, Montreal, QC, Canada; Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada.
Grouza V; McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, Montreal, QC, Canada; Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada.
Tuznik M; McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, Montreal, QC, Canada; Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada.
Siminovitch KA; Departments of Medicine and Immunology, University of Toronto, Toronto, ON, Canada; Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada.
Bagheri H; Department of Human Genetics, McGill University, Montreal, QC, Canada.
Peterson A; Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada; Department of Human Genetics, McGill University, Montreal, QC, Canada; Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada.
Rudko DA; McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, Montreal, QC, Canada; Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada; Department of Biomedical Engineering, McGill University, Montreal, QC, Canada. Electronic address: david.rudko@mcgill

Neuroimage ; 264: 119717, 2022 12 01.

Article en En | MEDLINE | ID: mdl-36367497

Asunto(s)

Vaina de Mielina; Sustancia Blanca; Animales; Ratones; Agua; Sustancia Blanca/diagnóstico por imagen; Imagen por Resonancia Magnética/métodos; Encéfalo/diagnóstico por imagen

Palabras clave

Deep learning; Gradient echo MRI; Myelin water imaging; Neural networks; Quantitative MRI; Unsupervised learning

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Sustancia Blanca / Vaina de Mielina Límite: Animals Idioma: En Revista: Neuroimage Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2022 Tipo del documento: Article País de afiliación: Canadá

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