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pro vyhledávání: '"EDWARDS, A DAVID"'
Autor:
Bonthrone, Alexandra F., Blesa Cábez, Manuel, Edwards, A. David, Hajnal, Jo V., Counsell, Serena J., Boardman, James P.
Publikováno v:
In Developmental Cognitive Neuroscience January 2025 71
The neonatal cortical surface is known to be affected by preterm birth, and the subsequent changes to cortical organisation have been associated with poorer neurodevelopmental outcomes. Deep Generative models have the potential to lead to clinically
Externí odkaz:
http://arxiv.org/abs/2206.07542
Autor:
Li, Liu, Ma, Qiang, Sinclair, Matthew, Makropoulos, Antonios, Hajnal, Joseph, Edwards, A. David, Kainz, Bernhard, Rueckert, Daniel, Alansary, Amir
Fetal Magnetic Resonance Imaging (MRI) is used in prenatal diagnosis and to assess early brain development. Accurate segmentation of the different brain tissues is a vital step in several brain analysis tasks, such as cortical surface reconstruction
Externí odkaz:
http://arxiv.org/abs/2205.08239
Autor:
Dahan, Simon, Xu, Hao, Williams, Logan Z. J., Fawaz, Abdulah, Yang, Chunhui, Coalson, Timothy S., Williams, Michelle C., Newby, David E., Edwards, A. David, Glasser, Matthew F., Young, Alistair A., Rueckert, Daniel, Robinson, Emma C.
Recent state-of-the-art performances of Vision Transformers (ViT) in computer vision tasks demonstrate that a general-purpose architecture, which implements long-range self-attention, could replace the local feature learning operations of convolution
Externí odkaz:
http://arxiv.org/abs/2204.03408
Autor:
Dahan, Simon, Fawaz, Abdulah, Williams, Logan Z. J., Yang, Chunhui, Coalson, Timothy S., Glasser, Matthew F., Edwards, A. David, Rueckert, Daniel, Robinson, Emma C.
Publikováno v:
Proceedings of Machine Learning Research. 172 (2022) 282-303
The extension of convolutional neural networks (CNNs) to non-Euclidean geometries has led to multiple frameworks for studying manifolds. Many of those methods have shown design limitations resulting in poor modelling of long-range associations, as th
Externí odkaz:
http://arxiv.org/abs/2203.16414
Autor:
Chew, Andrew T.M., Bonthrone, Alexandra F., Alford, Arezoo, Kelly, Christopher, Pushparajah, Kuberan, Egloff, Alexia, Hajnal, Joseph V., Simpson, John, Rutherford, Mary, Edwards, A. David, Nosarti, Chiara, Counsell, Serena J.
Publikováno v:
In The Journal of Pediatrics April 2024 267
Autor:
Davidson, Joseph R., Omran, Kareem, Chong, Clara K.L., Eaton, Simon, Edwards, A. David, Yardley, Iain E.
Publikováno v:
In Journal of Pediatric Surgery February 2024 59(2):211-215
Autor:
Grigorescu, Irina, Uus, Alena, Christiaens, Daan, Cordero-Grande, Lucilio, Hutter, Jana, Edwards, A. David, Hajnal, Joseph V., Modat, Marc, Deprez, Maria
Tracking microsctructural changes in the developing brain relies on accurate inter-subject image registration. However, most methods rely on either structural or diffusion data to learn the spatial correspondences between two or more images, without
Externí odkaz:
http://arxiv.org/abs/2005.06926
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Akademický článek
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