Machine Learning in Electromagnetics With Applications to Biomedical Imaging: A Review
Maokun Li, Rui Guo, Ke Zhang, Zhichao Lin, Fan Yang, Shenheng Xu, Xudong Chen, Andrea Massa, Aria Abubakar
Abstract
Biomedical imaging is a relevant noninvasive technique aimed at generating an image of the biological structure under analysis. The arising visual representation of the characteristics of the object is affected by both the measurement process and reconstruction algorithm. This procedure can be considered as a hybridization of data information, measurement physics, and prior information.
Topics & Concepts
ElectromagneticsMedical imagingComputer scienceRepresentation (politics)Process (computing)Iterative reconstructionArtificial intelligencePattern recognition (psychology)Machine learningComputer visionEngineeringElectronic engineeringPolitical scienceOperating systemPoliticsLawElectrical and Bioimpedance TomographyAdvanced MRI Techniques and ApplicationsMicrowave Imaging and Scattering Analysis