Article

Unsupervised segmentation of 3D microvascular photoacoustic images using deep generative learning

2023-04-30

Abstract excerpt

Mesoscopic photoacoustic imaging (PAI) enables label-free visualisation of vascular networks in tissue at high contrast and resolution. The segmentation of vascular networks from 3D PAI data and interpretation of their meaning in the context of physiological and pathological processes is a crucial but time consuming and error-prone task. Deep learning holds potential to solve these problems, but current supervised...

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Literature Corpus work: d792ba8e-6ac6-5aa8-b272-ea401d9ecc3b
DOI: 10.1101/2023.04.30.538453

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