Deep learning for biomedical photoacoustic imaging: A review
Janek Gröhl,
Melanie Schellenberg,
Kris Dreher
et al.
Abstract:Photoacoustic Imaging (PAI) is a promising emerging imaging modality that enables spatially resolved imaging of optical tissue properties up to several centimeters deep in tissue, creating the potential for numerous exciting clinical applications. However, extraction of relevant tissue parameters from the raw data requires the solving of inverse image reconstruction problems, which have proven extremely difficult to solve. The application of deep learning methods has recently exploded in popularity, leading to… Show more
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