Zobrazeno 1 - 10
of 348
pro vyhledávání: '"Sotiropoulos, Stamatios"'
Autor:
Forrester, Michael, Crofts, Jonathan J., Sotiropoulos, Stamatios N., Coombes, Stephen, O’Dea, Reuben D.
Publikováno v:
Network Neuroscience, Vol 4, Iss 2, Pp 467-483 (2020)
The contribution of structural connectivity to functional brain states remains poorly understood. We present a mathematical and computational study suited to assess the structure–function issue, treating a system of Jansen–Rit neural mass nodes w
Externí odkaz:
https://doaj.org/article/7c713f01d3784ff6a7e5df76efbee943
Autor:
Emani, Prashant S., Warrell, Jonathan, Anticevic, Alan, Bekiranov, Stefan, Gandal, Michael, McConnell, Michael J., Sapiro, Guillermo, Aspuru-Guzik, Alán, Baker, Justin, Bastiani, Matteo, McClure, Patrick, Murray, John, Sotiropoulos, Stamatios N, Taylor, Jacob, Senthil, Geetha, Lehner, Thomas, Gerstein, Mark B., Harrow, Aram W.
Publikováno v:
Nature Methods (2021)
The search for meaningful structure in biological data has relied on cutting-edge advances in computational technology and data science methods. However, challenges arise as we push the limits of scale and complexity in biological problems. Innovatio
Externí odkaz:
http://arxiv.org/abs/1911.07127
Autor:
Tewarie, Prejaas K.B., Hindriks, Rikkert, Lai, Yi Ming, Sotiropoulos, Stamatios N, Kringelbach, Morten, Deco, Gustavo
Publikováno v:
In NeuroImage 1 August 2023 276
Autor:
Tanno, Ryutaro, Worrall, Daniel, Kaden, Enrico, Ghosh, Aurobrata, Grussu, Francesco, Bizzi, Alberto, Sotiropoulos, Stamatios N., Criminisi, Antonio, Alexander, Daniel C.
Deep learning (DL) has shown great potential in medical image enhancement problems, such as super-resolution or image synthesis. However, to date, little consideration has been given to uncertainty quantification over the output image. Here we introd
Externí odkaz:
http://arxiv.org/abs/1907.13418
Autor:
Forrester, Michael, Coombes, Stephen, Crofts, Jonathan J., Sotiropoulos, Stamatios N., O'Dea, Reuben D.
Publikováno v:
Network Neuroscience (2020), 4(2) 467-483
The contribution of structural connectivity to functional brain states remains poorly understood. We present a mathematical and computational study suited to assess the structure--function issue, treating a system of Jansen--Rit neural-mass nodes wit
Externí odkaz:
http://arxiv.org/abs/1906.11573
Autor:
Cottaar, Michiel, Szczepankiewicz, Filip, Bastiani, Matteo, Hernandez-Fernandez, Moises, Sotiropoulos, Stamatios N., Nilsson, Markus, Jbabdi, Saad
Measuring fibre dispersion in white matter with diffusion magnetic resonance imaging (MRI) is limited by an inherent degeneracy between fibre dispersion and microscopic diffusion anisotropy (i.e., the diffusion anisotropy expected for a single fibre
Externí odkaz:
http://arxiv.org/abs/1901.05820
Autor:
Mohammadi-Nejad, Ali-Reza, Allen, Richard J., Kraven, Luke M., Leavy, Olivia C., Jenkins, R. Gisli, Wain, Louise V., Auer, Dorothee P., Sotiropoulos, Stamatios N.
Publikováno v:
In eBioMedicine December 2022 86
Autor:
Ramduny, Jivesh, Bastiani, Matteo, Huedepohl, Robin, Sotiropoulos, Stamatios N., Chechlacz, Magdalena
Publikováno v:
In Neurobiology of Aging June 2022 114:1-14
Autor:
Tanno, Ryutaro, Worrall, Daniel E., Ghosh, Aurobrata, Kaden, Enrico, Sotiropoulos, Stamatios N., Criminisi, Antonio, Alexander, Daniel C.
In this work, we investigate the value of uncertainty modeling in 3D super-resolution with convolutional neural networks (CNNs). Deep learning has shown success in a plethora of medical image transformation problems, such as super-resolution (SR) and
Externí odkaz:
http://arxiv.org/abs/1705.00664
Autor:
Forrester, Michael, Petros, Sammy, Cattell, Oliver, Lai, Yi Ming, O'Dea, Reuben D., Sotiropoulos, Stamatios, Coombes, Stephen
Publikováno v:
PLoS Computational Biology; 12/5/2024, Vol. 20 Issue 12, p1-29, 29p