This work introduces image reconstruction technologies in tomography, including 2D parallel-beam, 3D parallel ray and cone-beam imaging by using case studies to illustrate mathematical expressions for each method. Due to the didactical structure and a balanced combination of methodologies and applications, it is an essential reference for students and engineers with electrical engineering and biomedical background. New chapter: Machine Learning.