Broadband Model-Based Optoacoustic Mesoscopy Enables Deep-Tissue Imaging beyond the Acoustic Diffraction Limit

被引:13
|
作者
Li, Weiye [1 ,2 ,3 ]
Hofmann, Urs A. T. [1 ,2 ,3 ]
Rebling, Johannes [1 ,2 ,3 ]
Zhou, Quanyu [1 ,2 ,3 ]
Chen, Zhenyue [1 ,2 ,3 ]
Ozbek, Ali [1 ,2 ,3 ]
Gong, Yuxiang [1 ,2 ,3 ]
Subochev, Pavel [4 ]
Razansky, Daniel [1 ,2 ,3 ]
Dean-Ben, Xose Luis [1 ,2 ,3 ]
机构
[1] Univ Zurich, Inst Biomed Engn, CH-8057 Zurich, Switzerland
[2] Univ Zurich, Inst Pharmacol & Toxicol, CH-8057 Zurich, Switzerland
[3] Swiss Fed Inst Technol, CH-8057 Zurich, Switzerland
[4] Russian Acad Sci, Inst Appl Phys, Nizhnii Novgorod 603600, Russia
基金
俄罗斯科学基金会; 欧洲研究理事会;
关键词
intravital microscopy; model-based image reconstruction; skin imaging; super-resolution; PHOTOACOUSTIC TOMOGRAPHY; HIGH-RESOLUTION; RECONSTRUCTION; SUPERRESOLUTION; ALGORITHM; MICROSCOPY; INVERSION; SPARSITY;
D O I
10.1002/lpor.202100381
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Optoacoustic mesoscopy (OAM) retrieves anatomical and functional contrast in vivo at depths not resolvable with optical microscopy. Recent progress on reconstruction algorithms have further advanced its imaging performance to provide high lateral resolution ultimately limited by acoustic diffraction. In this work, a new broadband model-based OAM (MB-OAM) framework efficiently exploiting scanning symmetries for an enhanced performance is presented. By capitalizing on the large detection bandwidth of a spherical polyvinylidene difluoride film while accurately accounting for its spatial impulse response, the new approach significantly outperforms standard OAM implementations in terms of contrast and resolution, as validated by functional in vivo experiments in mice and human volunteers. Furthermore, L1-norm regularization enables resolving structures separated by less than the theoretical diffraction-limited resolution. This unique label-free angiographic performance demonstrates the general applicability of MB-OAM as a super-resolution deep-tissue imaging method capable of breaking through the limits imposed by acoustic diffraction.
引用
收藏
页数:11
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