Deep-learning-enhanced three-dimensional photoacoustic imaging using a linear transducer array

Abstract

We utilized deep learning techniques to improve the three-dimensional image resolution of photoacoustic tomography. The improved spatial resolution allows for better visualization of blood vasculature in human breast for cancer screening.