Search Results - "Hamilton, Sarah J."
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Domain independent post-processing with graph U-nets: applications to electrical impedance tomographic imaging
Published in Physiological measurement (01-12-2023)“…To extend the highly successful U-Net Convolutional Neural Network architecture, which is limited to rectangular pixel/voxel domains, to a graph-based…”
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Incorporating a Spatial Prior into Nonlinear D-Bar EIT Imaging for Complex Admittivities
Published in IEEE transactions on medical imaging (01-02-2017)“…Electrical Impedance Tomography (EIT) aims to recover the internal conductivity and permittivity distributions of a body from electrical measurements taken on…”
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Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems
Published in IEEE transactions on computational imaging (2021)“…The majority of model-based learned image reconstruction methods in medical imaging have been limited to uniform domains, such as pixelated images. If the…”
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Supporting conscious competency: Validation of the Generic Supervision Assessment Tool (GSAT)
Published in Psychology and psychotherapy (01-03-2022)“…Objectives Clinical supervision is essential for ensuring effective service delivery. International imperatives to demonstrate professional competence has…”
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Journal Article -
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The ACE1 Electrical Impedance Tomography System for Thoracic Imaging
Published in IEEE transactions on instrumentation and measurement (01-09-2019)“…The design and performance of the active complex electrode (ACE1) electrical impedance tomography system for single-ended phasic voltage measurements are…”
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Direct EIT Reconstructions of Complex Admittivities on a Chest-Shaped Domain in 2-D
Published in IEEE transactions on medical imaging (01-04-2013)“…Electrical impedance tomography (EIT) is a medical imaging technique in which current is applied on electrodes on the surface of the body, the resulting…”
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The ACE1 thoracic Electrical Impedance Tomography system for ventilation and perfusion
Published in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01-01-2015)“…Electrical Impedance Tomography (EIT) is a technique which can image the varying electrical properties of biological tissues. For clinical use of EIT, it can…”
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Conference Proceeding Journal Article -
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Domain independent post-processing with graph U-nets: Applications to Electrical Impedance Tomographic Imaging
Published 08-05-2023“…Reconstruction of tomographic images from boundary measurements requires flexibility with respect to target domains. For instance, when the system equations…”
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Journal Article -
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Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems
Published 28-03-2021“…The majority of model-based learned image reconstruction methods in medical imaging have been limited to uniform domains, such as pixelated images. If the…”
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Journal Article -
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3D EIT Reconstructions from Electrode Data using Direct Inversion D-bar and Calderon Methods
Published 06-07-2020“…The first numerical implementation of a D-bar method in 3D using electrode data is presented. Results are compared to Calder\'on's method as well as more…”
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Journal Article