Article ID Journal Published Year Pages File Type
378096 Artificial Intelligence in Medicine 2008 13 Pages PDF
Abstract

SummaryObjectiveIn this paper a new approach to tomographic image reconstruction from projections is developed and investigated.MethodTo solve the reconstruction problem a special neural network which resembles a Hopfield net is proposed. The reconstruction process is performed during the minimizing of the energy function in this network. To improve the performance of the reconstruction process an entropy term is incorporated into energy expression.Result and conclusionThe approach presented in this paper significantly decreases the complexity of the reconstruction problem.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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