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Attention-assisted hybrid 1D CNN-BiLSTM model for predicting electric field induced by transcranial magnetic stimulation coil

Deep learning-based models such as deep neural network (DNN) and convolutional neural network (CNN) have recently been established as state-of-the-art for enumerating electric fields from transcranial magnetic stimulation coil. One of the main challenges related to this electric field enumeration is...

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Detalles Bibliográficos
Autores principales: Sathi, Khaleda Akhter, Hosain, Md Kamal, Hossain, Md. Azad, Kouzani, Abbas Z.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9925807/
https://www.ncbi.nlm.nih.gov/pubmed/36781975
http://dx.doi.org/10.1038/s41598-023-29695-6