Streamlined photoacoustic image processing with foundation models: A training-free solution

Streamlined photoacoustic image processing with foundation models: A training-free solution

Foundation models (FMs) have rapidly evolved and have achieved significant accomplishments in computer vision tasks. Specifically, the prompt mechanism conveniently allows users to integrate image prior information into the model, making it possible to apply models without any training. Therefore, w...

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Bibliographic Details
Main Authors: Handi Deng, Yucheng Zhou, Jiaxuan Xiang, Liujie Gu, Yan Luo, Hai Feng, Mingyuan Liu, Cheng Ma
Format: Article
Language:English
Published: World Scientific Publishing 2025-01-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
Foundation models
photoacoustic imaging
image segmentation
large model
Online Access:https://www.worldscientific.com/doi/10.1142/S1793545824500196
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