Deep-Learning-Based High-Intensity Focused Ultrasound Lesion Segmentation in Multi-Wavelength Photoacoustic Imaging

Deep-Learning-Based High-Intensity Focused Ultrasound Lesion Segmentation in Multi-Wavelength Photoacoustic Imaging

Photoacoustic (PA) imaging can be used to monitor high-intensity focused ultrasound (HIFU) therapies because ablation changes the optical absorption spectrum of the tissue, and this change can be detected with PA imaging. Multi-wavelength photoacoustic (MWPA) imaging makes this change easier to dete...

Full description

Bibliographic Details
Main Authors: Xun Wu, Jean L. Sanders, M. Murat Dundar, Ömer Oralkan
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Bioengineering
Subjects:
multi-wavelength photoacoustic imaging
high-intensity focused ultrasound therapy
lesion segmentation
deep learning
machine learning
convolutional neural network
Online Access:https://www.mdpi.com/2306-5354/10/9/1060

Internet

https://www.mdpi.com/2306-5354/10/9/1060

Similar Items