IEEE Trans Biomed Circuits Syst
April 2023
Model-Based Iterative Reconstruction (MBIR) algorithms iteratively use expensive computational operators of forward and backward projections. The irregular memory access pattern of these operators makes them a memory-bound application. Their computation time must be reduced to meet clinical routine constraints.
View Article and Find Full Text PDFIn this paper, a hierarchical prior model based on the Haar transformation and an appropriate Bayesian computational method for X-ray CT reconstruction are presented. Given the piece-wise continuous property of the object, a multilevel Haar transformation is used to associate a sparse representation for the object. The sparse structure is enforced via a generalized Student- distribution ( S t g ), expressed as the marginal of a normal-inverse Gamma distribution.
View Article and Find Full Text PDFDNA polymerase ε (pol ε) is believed to be the leading strand replicase in eukaryotes whereas pols λ and β are thought to be mainly involved in re-synthesis steps of DNA repair. DNA elongation by the human pol ε is halted by an abasic site (apurinic/apyrimidinic (AP) site). We have previously reported that human pols λ, β and η can perform translesion synthesis (TLS) of an AP site in the presence of pol ε.
View Article and Find Full Text PDF