Joint segmentation and image reconstruction with error prediction in photoacoustic imaging using deep learning

Deep learning has been used to improve photoacoustic (PA) image reconstruction. One major challenge is that errors cannot be quantified to validate predictions when ground truth is unknown. Validation is key to quantitative applications, especially using limited-bandwidth ultrasonic linear detector...

Full description

Saved in:
Bibliographic Details
Main Authors: Ruibo Shang, Geoffrey P. Luke, Matthew O’Donnell
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Photoacoustics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2213597924000624
Tags: Add Tag
No Tags, Be the first to tag this record!