A system for estimating attenuation coefficients from only single photon emission computed tomography (SPECT) emission data using deep neural networks includes an artificial neural network based upon machine learning system estimating attenuation maps for SPECT emission data, and associated attenuation correction method.
METHOD AND SYSTEM FOR GENERATING ATTENUATION MAP FROM SPECT EMISSION DATA BASED UPON DEEP LEARNING