Pifon-ept: Mr-based electrical property tomography using physics-informed fourier networks
X Yu, JEC Serrallés, II Giannakopoulos… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
We propose Physics-Informed Fourier Networks for Electrical Properties (EP) Tomography
(PIFON-EPT), a novel deep learning-based method for EP reconstruction using noisy and/or …
(PIFON-EPT), a novel deep learning-based method for EP reconstruction using noisy and/or …
Magnetic-resonance-based electrical property mapping using Global Maxwell Tomography with an 8-channel head coil at 7 Tesla: a simulation study
II Giannakopoulos, JEC Serrallés… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Objective: Global Maxwell Tomography (GMT) is a recently introduced volumetric technique
for noninvasive estimation of electrical properties (EP) from magnetic resonance …
for noninvasive estimation of electrical properties (EP) from magnetic resonance …
On the usage of deep neural networks as a tensor-to-tensor translation between mr measurements and electrical properties
I Giannakopoulos, J Serallés, G Guryev, L Daniel… - Proc …, 2020 - archive.ismrm.org
Electrical properties (EP) can be retrieved from magnetic resonance measurements. We
employed numerical simulations to investigate the use of convolutional neural networks …
employed numerical simulations to investigate the use of convolutional neural networks …
Magnetic-resonance-based electrical property mapping using Global Maxwell Tomography with an 8-channel head coil at 7 Tesla: a simulation study
JEC Serralles, L Daniel, JK White - 2020 - dspace.mit.edu
Objective: Global Maxwell Tomography (GMT) is a recently introduced volumetric technique
for noninvasive estimation of electrical properties (EP) from magnetic resonance …
for noninvasive estimation of electrical properties (EP) from magnetic resonance …