HIGHLIGHTS
SUMMARY
The dielectric permittivity of ischemic stroke is lower than the permittivity of the surrounding brain tissues; instead, the dielectric permittivity of haemorrhagic stroke (i.e., the blood permittivity) is higher than the permittivity of brain tissues. In, a portable microwave-based diagnostic system for internal haemorrhage was proposed, which exploits the deep neural_network inference, while,, brain stroke types were classified implementing the complex network method. The proposed method was applied to the training of three ML algorithms: support vector machine (SVM), multilayer perceptron (MLP) belonging to the family of neural_network algorithms, and k-nearest . . .
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