Abstract #1448

Multi Task Bayesian Compressed Sensing in Sparse 2D Spectroscopy

Trina Kok¹, Berkin Bilgic¹, Elfar Adalsteinsson^1,2

¹Electrical Engineering & Computer Science, Massachusetts Institute of Technology, Cambridge, MA, United States; ²Harvard-MIT Division of Health Sciences & Technology, Cambridge, MA, United States

This work is an investigation of the application of compressed sensing reconstruction methods to 2D spectroscopy methods, specifically CTPRESS. The investigated reconstructed methods are conjugate gradient, single bayesian reconstruction and joint bayesian reconstruction.