Advanced Photoacoustic Microscopy: Integrating Physics and Deep Learning for Improved Imaging

In the realm of medical imaging, photoacoustic microscopy (PAM) stands at the forefront of innovation, marrying the principles of optics and acoustics to provide unprecedented insights into tissue and cellular structures. Recent advancements introduced the concept of physics-embedded degradation learning (PEDL), a novel methodology that aims to enhance the capabilities of PAM. This method integ