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- W4290717268 abstract "In this letter, a microwave imaging strategy based on an artificial neural network (ANN) is applied, for the first time, to experimental data gathered from simplified neck phantoms. The ANN is used for solving the underlying inverse scattering problem, with the aim of retrieving the dielectric properties of the neck for monitoring and diagnostic purposes. The ANN is trained using simulated phantoms, to overcome the limited availability of experimental data. First, a simple configuration with a liquid-filled glass beaker is tested. Then, simplified 3-D-printed models of the human neck are considered. The preliminary findings indicate the possibility of training the network with numerical simulations and testing it against experimental measurements." @default.
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- W4290717268 date "2022-12-01" @default.
- W4290717268 modified "2023-10-18" @default.
- W4290717268 title "Initial Experimental Tests of an ANN-Based Microwave Imaging Technique for Neck Diagnostics" @default.
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- W4290717268 doi "https://doi.org/10.1109/lmwc.2022.3194805" @default.
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