Improving microvascular brain analysis with adversarial learning for OCT–TPM vascular domain translation

Improving microvascular brain analysis with adversarial learning for OCT–TPM vascular domain translation

Abstract Modeling microscopic cerebrovascular networks is essential for understanding cerebral blood flow and oxygen transport. High-resolution imaging modalities, such as Optical Coherence Tomography (OCT) and Two-Photon Microscopy (TPM), are widely used to capture microvascular structure and topol...

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Bibliographic Details
Main Authors: Nadia Badawi, Jaloliddin Rustamov, Zahiriddin Rustamov, Frederic Lesage, Nazar Zaki, Rafat Damseh
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
CycleGAN
Generative adversarial networks
Optical coherence tomography
Two-photon microscopy
Vascular imaging
Online Access:https://doi.org/10.1038/s41598-025-07410-x
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https://doi.org/10.1038/s41598-025-07410-x

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