Efficient Photoacoustic Image Synthesis with Deep Learning

Efficient Photoacoustic Image Synthesis with Deep Learning

Photoacoustic imaging potentially allows for the real-time visualization of functional human tissue parameters such as oxygenation but is subject to a challenging underlying quantification problem. While in silico studies have revealed the great potential of deep learning (DL) methodology in solving...

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Bibliographic Details
Main Authors: Tom Rix, Kris K. Dreher, Jan-Hinrich Nölke, Melanie Schellenberg, Minu D. Tizabi, Alexander Seitel, Lena Maier-Hein
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Sensors
Subjects:
photoacoustic imaging
deep learning
image synthesis
multispectral functional imaging
surrogate model
Monte Carlo simulation
Online Access:https://www.mdpi.com/1424-8220/23/16/7085

Internet

https://www.mdpi.com/1424-8220/23/16/7085

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