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Measuring the reduced scattering coefficient and γ with SFR spectroscopy: studying the phase function dependence (Conference Presentation) 用SFR光谱法测量还原散射系数和γ:研究相函数依赖性(会议报告)
Pub Date : 2016-04-28 DOI: 10.1117/12.2208848
Anouk L. Post, Xu U Zhang, Nienke Bosschaart, T. V. van Leeuwen, H. Sterenborg, D. Faber
Both Optical Coherence Tomography (OCT) and Single Fiber Reflectance Spectroscopy (SFR) are used to determine various optical properties of tissue. We developed a method combining these two techniques to measure the scattering anisotropy (g1) and γ (=1-g2/1-g1), related to the 1st and 2nd order moments of the phase function. The phase function is intimately associated with the cellular organization and ultrastructure of tissue, physical parameters that may change during disease onset and progression. Quantification of these parameters may therefore allow for improved non-invasive, in vivo discrimination between healthy and diseased tissue. With SFR the reduced scattering coefficient and γ can be extracted from the reflectance spectrum (Kanick et al., Biomedical Optics Express 2(6), 2011). With OCT the scattering coefficient can be extracted from the signal as a function of depth (Faber et al., Optics Express 12(19), 2004). Consequently, by combining SFR and OCT measurements at the same wavelengths, the scattering anisotropy (g) can be resolved using µs’= µs*(1-g). We performed measurements on a suspension of silica spheres as a proof of principle. The SFR model for the reflectance as a function of the reduced scattering coefficient and γ is based on semi-empirical modelling. These models feature Monte-Carlo (MC) based model constants. The validity of these constants - and thus the accuracy of the estimated parameters - depends on the phase function employed in the MC simulations. Since the phase function is not known when measuring in tissue, we will investigate the influence of assuming an incorrect phase function on the accuracy of the derived parameters.
光学相干层析成像(OCT)和单光纤反射光谱(SFR)都用于确定组织的各种光学特性。我们开发了一种结合这两种技术的方法来测量与相函数的一阶和二阶矩相关的散射各向异性(g1)和γ (=1-g2/1-g1)。相功能与细胞组织和组织超微结构密切相关,在疾病发生和发展过程中可能发生变化的物理参数。因此,这些参数的量化可以改善健康和病变组织之间的非侵入性体内区分。利用SFR可以从反射光谱中提取散射系数和γ (Kanick et al., Biomedical Optics Express 2(6), 2011)。利用OCT可以从信号中提取出作为深度函数的散射系数(Faber et al., Optics Express 12(19), 2004)。因此,通过结合SFR和OCT在相同波长下的测量,散射各向异性(g)可以使用µs ' =µs*(1-g)来解决。我们对二氧化硅球悬浮液进行了测量,作为原理的证明。反射率的SFR模型是基于半经验模型的散射系数和γ的函数。这些模型具有基于蒙特卡罗(MC)的模型常数。这些常数的有效性以及估计参数的准确性取决于MC模拟中采用的相函数。由于在组织中测量时相函数是未知的,我们将研究假设不正确的相函数对导出参数精度的影响。
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引用次数: 0
Restoration of STORM images from sparse subset of localizations (Conference Presentation) 基于定位稀疏子集的STORM图像恢复(会议报告)
Pub Date : 2016-04-27 DOI: 10.1117/12.2212825
A. Moiseev, G. Gelikonov, V. Gelikonov
To construct a Stochastic Optical Reconstruction Microscopy (STORM) image one should collect sufficient number of localized fluorophores to satisfy Nyquist criterion. This requirement limits time resolution of the method. In this work we propose a probabalistic approach to construct STORM images from a subset of localized fluorophores 3-4 times sparser than required from Nyquist criterion. Using a set of STORM images constructed from number of localizations sufficient for Nyquist criterion we derive a model which allows us to predict the probability for every location to be occupied by a fluorophore at the end of hypothetical acquisition, having as an input parameters distribution of already localized fluorophores in the proximity of this location. We show that probability map obtained from number of fluorophores 3-4 times less than required by Nyquist criterion may be used as superresolution image itself. Thus we are able to construct STORM image from a subset of localized fluorophores 3-4 times sparser than required from Nyquist criterion, proportionaly decreasing STORM data acquisition time. This method may be used complementary with other approaches desined for increasing STORM time resolution.
为了构建随机光学重建显微镜(STORM)图像,必须收集足够数量的局部荧光团以满足奈奎斯特准则。这一要求限制了该方法的时间分辨率。在这项工作中,我们提出了一种概率方法,从比奈奎斯特标准要求稀疏3-4倍的局部荧光团子集构建STORM图像。使用一组由足以满足奈奎斯特标准的定位数量构建的STORM图像,我们推导出一个模型,该模型使我们能够预测假设采集结束时每个位置被一个荧光团占据的概率,并将该位置附近已经定位的荧光团的分布作为输入参数。我们表明,从少于奈奎斯特准则要求的3-4倍的荧光团数得到的概率图可以用作超分辨率图像本身。因此,我们能够从比Nyquist标准所需的少3-4倍的局部荧光团子集构建STORM图像,按比例减少了STORM数据采集时间。该方法可与旨在提高STORM时间分辨率的其他方法互补使用。
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引用次数: 0
Simultaneous multi-scale microscopy as a potential dedicated tool for intra-operative parathyroid identification during thyroid surgery (Conference Presentation) 同步多尺度显微术作为甲状腺手术术中甲状旁腺识别的潜在专用工具(会议报告)
Pub Date : 2016-04-27 DOI: 10.1117/12.2211200
É. De Montigny, N. Goulamhoussen, W. Madore, M. Strupler, A. Maniakas, T. Ayad, C. Boudoux
While thyroidectomy is considered a safe surgery, dedicated tools facilitating tissue identification during surgery could improve its outcome. The most common complication following surgery is hypocalcaemia, which results from iatrogenic removal or damage to parathyroid glands. This research project aims at developing and validating an instrument based on optical microscopy modalities to identify tissues in real time during surgery. Our approach is based on a combination of reflectance confocal microscopy (RCM) and optical coherence tomography (OCT) to obtain multi-scale morphological contrast images. The orthogonal field of views provide information to navigate through the sample. To allow simultaneous, synchronized video-rate imaging in both modalities, we designed and built a dual-band wavelength-swept laser which scans a 30 nm band centered at 780 nm and a 90 nm band centered at 1310 nm. We built an imaging setup integrating a custom-made objective lens and a double-clad fibre coupler optimized for confocal microscopy. It features high resolutions in RCM (2µm lateral and 20 µm axial) in a 500 µm x 500 µm field-of-view and a larger field-of-view of 2 mm (lateral) x 5 mm (axial) with 20 µm lateral and axial resolutions in OCT. Imaging of ex vivo animal samples is demonstrated on a bench-top system. Tissues that are visually difficult to distinguish from each other intra-operatively such as parathyroid gland, lymph nodes and adipose tissue are imaged to show the potential of this approach in differentiating neck tissues. We will also provide an update on our ongoing clinical pilot study on patients undergoing thyroidectomy.
虽然甲状腺切除术被认为是一种安全的手术,但在手术过程中方便组织识别的专用工具可以改善其结果。手术后最常见的并发症是低钙血症,这是由医源性切除或甲状旁腺损伤引起的。本研究项目旨在开发和验证一种基于光学显微镜模式的仪器,用于在手术过程中实时识别组织。我们的方法是基于反射共聚焦显微镜(RCM)和光学相干断层扫描(OCT)的组合来获得多尺度形态对比图像。视图的正交场提供了在样本中导航的信息。为了实现两种模式下的同步视频速率成像,我们设计并制造了一个双频波长扫描激光器,扫描以780纳米为中心的30纳米波段和以1310纳米为中心的90纳米波段。我们建立了一个成像装置,集成了一个定制的物镜和一个优化的双包层光纤耦合器,用于共聚焦显微镜。它具有高分辨率的RCM (2 μ m横向和20 μ m轴向),500 μ m x 500 μ m视场和更大的视场2mm(横向)x 5mm(轴向),20 μ m横向和轴向分辨率,在oct中展示了离体动物样品的成像。术中视觉上难以区分的组织,如甲状旁腺、淋巴结和脂肪组织,通过成像显示该方法在区分颈部组织方面的潜力。我们还将提供正在进行的甲状腺切除术患者临床试点研究的最新情况。
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引用次数: 0
Optical coherence tomography based microangiography: A tool good for dermatology applications (Conference Presentation) 基于光学相干断层成像的微血管造影:一种适用于皮肤科的工具(会议报告)
Pub Date : 2016-04-27 DOI: 10.1117/12.2217625
Ruikang K. Wang, U. Baran, W. Choi
Optical coherence tomography (OCT) based microangiography (OMAG) is a new imaging technique enabling the visualization of blood flow within microcirculatory tissue beds in vivo with high resolution. In this talk, the concept and advantages of OMAG will be discussed and its potential clinical applications in the dermatology will be shown, demonstrating its usefulness in the clinical monitoring and therapeutic treatment of various skin pathologies, e.g. acne, port wine stain and wound healing.
基于光学相干断层扫描(OCT)的微血管成像(OMAG)是一种新的成像技术,能够以高分辨率显示体内微循环组织床内的血流。在本次演讲中,我们将讨论OMAG的概念和优势,并展示其在皮肤病学中的潜在临床应用,展示其在临床监测和治疗各种皮肤病变(如痤疮、葡萄酒斑和伤口愈合)中的有用性。
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引用次数: 0
Synthetic aperture imaging of objects embedded within scattering media (Conference Presentation) 散射介质中嵌入物体的合成孔径成像(会议报告)
Pub Date : 2016-04-27 DOI: 10.1117/12.2211535
Pilsung Kang, W. Choi
Optical imaging of objects embedded within scattering media such as biological tissues suffers from the strong background noise due to multiple light scattering. The signal strength from the target objects decays exponentially at the length scale of the scattering mean free path, which is typically on the order of 100 micron for biological tissues. As a consequence, targets located at a depth of just a few scattering mean free paths lose their fine details. In this work, we performed synthetic aperture imaging of targets embedded within a scattering medium and demonstrated that the aperture synthesis process can suppress multiple scattering background better than conventional incoherent imaging. In the reflection geometry, we sent planar waves of various incidence angles and recorded the phase and amplitude maps of the reflected waves using off-axis digital holographic microscopy. A He-Ne laser was used as a light source and target objects were sandwiched between scattering layers made of PDMS mixed with polystyrene beads. We converted each reflected images taken at specific incidence angles into the maps of in-plane momentum difference between reflected and incidence waves. We then synthesized the maps in such a way that the scattered waves with the same momentum differences were added together. In this way, single-scattered waves from the targets were added coherently, which made them outgrow the incoherently added multiple-scattered waves. We achieved 1 micron lateral resolution for a target located deeper than four times the scattering mean free path in which conventional incoherent imaging fails to work.
生物组织等散射介质中嵌入物体的光学成像由于多次光散射而受到强背景噪声的影响。来自目标物体的信号强度在散射平均自由程的长度尺度上呈指数衰减,对于生物组织来说,平均自由程通常在100微米量级。结果,位于几个散射平均自由路径深度的目标失去了它们的精细细节。在本研究中,我们对嵌入在散射介质中的目标进行了合成孔径成像,并证明了孔径合成过程比传统的非相干成像更能抑制多重散射背景。在反射几何中,我们发送了不同入射角的平面波,并使用离轴数字全息显微镜记录了反射波的相位和振幅图。用氦氖激光器作为光源,将目标物体夹在由聚二甲基丙烯酸甲酯和聚苯乙烯珠混合制成的散射层之间。我们将每张在特定入射角拍摄的反射图像转换成反射波和入射波的面内动量差图。然后,我们将具有相同动量差的散射波加在一起,从而合成了这些地图。这样,来自目标的单散射波被相干地加入,使得它们的增长超过了非相干地加入的多散射波。我们实现了1微米横向分辨率的目标定位深度超过四倍的散射平均自由程,这是传统的非相干成像无法工作。
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引用次数: 0
Optically sectioned spatial-spectral coded holographic fluorescence microscopy (Conference Presentation) 光学切片空间光谱编码全息荧光显微镜(会议报告)
Pub Date : 2016-04-27 DOI: 10.1117/12.2213937
Hsi-Hsun Chen, C. Lin, Wei-Tang Lin, Yuan Luo
Wide-field fluorescent imaging severely suffers low resolution and poor contrast from out-of-focus background to image biological samples. In order to enhance optical sectioning capability, Confocal approach has been developed to filter out-of-focus background using point-to-point detection through a spatial pinhole. Recently, active structured illumination in wide-field fashion has been developed to reduce the transversal scanning cost, but still requires scanning in axial direction. Here, we present a wide-field multi-focal fluorescence microscopy incorporating spatial-spectral volume holographic gratings (MVHGs) with 3D active structured illumination to obtain optically sectioned images without scanning is presented. In contrast to conventional holographic techniques, which in general can not obtain fluorescence images, our approach does not require the formation of a hologram during imaging and is compatible with fluorescence based methods of imaging. Our approach requires pair-wise multi-depth resolved images, one with 3D active illumination, and the other with standard uniform illumination. Our approach is configured such that 3D illuminated planes occur inside the specimen, and also serve as the structured modulation for multiple axial planes imaged by MVHGs and display laterally onto the camera. The system can also be combined with micro-objective and relay systems for endoscopic operation. We demonstrate the proposed system’s ability to simultaneously obtain wide-field, optically sectioned, and multi-depth resolved images of fluorescently labeled tissue structures.
宽视场荧光成像严重存在分辨率低、背景失焦对生物样品成像对比度差的问题。为了提高光学切片能力,共聚焦方法通过空间针孔进行点对点检测来过滤失焦背景。近年来,为了降低横向扫描成本,宽视场主动结构照明得到了发展,但仍然需要轴向扫描。在这里,我们提出了一种宽视场多焦点荧光显微镜,结合空间光谱体全息光栅(mvhg)和三维主动结构照明,无需扫描即可获得光学切片图像。传统的全息技术通常无法获得荧光图像,与之相反,我们的方法在成像过程中不需要形成全息图,并且与基于荧光的成像方法兼容。我们的方法需要成对的多深度分辨率图像,一个具有3D主动照明,另一个具有标准均匀照明。我们的方法是这样配置的,即3D照明平面发生在样品内部,也可以作为mvhg成像的多个轴向平面的结构化调制,并横向显示在相机上。该系统还可以与微物镜和中继系统相结合,用于内镜手术。我们展示了提出的系统的能力,同时获得宽视场,光学切片,和荧光标记的组织结构的多深度分辨率图像。
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引用次数: 0
Spectral interferometry for morphological imaging in in vitro fertilization (IVF) (Conference Presentation) 光谱干涉法用于体外受精(IVF)形态学成像(会议报告)
Pub Date : 2016-04-27 DOI: 10.1117/12.2213070
Yizheng Zhu, Chengshuai Li
Morphological assessment of spermatozoa is of critical importance for in vitro fertilization (IVF), especially intracytoplasmic sperm injection (ICSI)-based IVF. In ICSI, a single sperm cell is selected and injected into an egg to achieve fertilization. The quality of the sperm cell is found to be highly correlated to IVF success. Sperm morphology, such as shape, head birefringence and motility, among others, are typically evaluated under a microscope. Current observation relies on conventional techniques such as differential interference contrast microscopy and polarized light microscopy. Their qualitative nature, however, limits the ability to provide accurate quantitative analysis. Here, we demonstrate quantitative morphological measurement of sperm cells using two types of spectral interferometric techniques, namely spectral modulation interferometry and spectral multiplexing interferometry. Both are based on spectral-domain low coherence interferometry, which is known for its exquisite phase determination ability. While spectral modulation interferometry encodes sample phase in a single spectrum, spectral multiplexing interferometry does so for sample birefringence. Therefore they are capable of highly sensitive phase and birefringence imaging. These features suit well in the imaging of live sperm cells, which are small, dynamic objects with only low to moderate levels of phase and birefringence contrast. We will introduce the operation of both techniques and demonstrate their application to measuring the phase and birefringence morphology of sperm cells.
精子形态学评估对体外受精(IVF),特别是基于胞浆内单精子注射(ICSI)的体外受精至关重要。在ICSI中,选择一个精子细胞并将其注射到卵子中以实现受精。精子的质量被发现与试管受精的成功高度相关。精子的形态,如形状、头部双折射和活力等,通常在显微镜下进行评估。目前的观测依赖于传统的技术,如差干涉对比显微镜和偏振光显微镜。然而,它们的定性性质限制了提供准确定量分析的能力。在这里,我们展示了精子细胞的定量形态测量使用两种类型的光谱干涉技术,即光谱调制干涉和光谱复用干涉。这两种方法都是基于谱域低相干干涉法,以其精确的相位测定能力而闻名。虽然光谱调制干涉法在单光谱中编码样品相位,但光谱复用干涉法对样品双折射进行编码。因此,它们能够进行高灵敏度的相位和双折射成像。这些特征非常适合于活精子细胞的成像,活精子细胞是小的、动态的物体,只有低到中等水平的相位和双折射对比度。我们将介绍这两种技术的操作,并演示它们在测量精子细胞的相位和双折射形态方面的应用。
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引用次数: 0
OCT imaging of craniofacial anatomy in xenopus embryos (Conference Presentation) 爪蟾胚胎颅面解剖的OCT成像(会议报告)
Pub Date : 2016-04-27 DOI: 10.1117/12.2213448
E. Deniz, Stephan M. Jonas, J. Griffin, Michael Hooper, M. Choma, M. Khokha
The etiology of craniofacial defects is incompletely understood. The ability to obtain large amounts of gene sequence data from families affected by craniofacial defects is opening up new ways to understand molecular genetic etiological factors. One important link between gene sequence data and clinical relevance is biological research into candidate genes and molecular pathways. We present our recent research using OCT as a nondestructive phenotyping modality of craniofacial morphology in Xenopus embryos, an important animal model for biological research in gene and pathway discovery. We define 2D and 3D scanning protocols for a standardized approach to craniofacial imaging in Xenopus embryos. We define standard views and planar reconstructions for visualizing normal anatomy and landmarks. We compare these views and reconstructions to traditional histopathology using alcian blue staining. In addition to being 3D, nondestructive, and having much faster throughout, OCT can identify craniofacial features that are lost during traditional histopathological preparation. We also identify quantitative morphometric parameters to define normative craniofacial anatomy. We also note that craniofacial and cardiac defects are not infrequently present in the same patient (e.g velocardiofacial syndrome). Given that OCT excels at certain aspects of cardiac imaging in Xenopus embryos, our work highlights the potential of using OCT and Xenopus to study molecular genetic factors that impact both cardiac and craniofacial development.
颅面缺损的病因尚不完全清楚。从受颅面缺陷影响的家庭中获得大量基因序列数据的能力为了解分子遗传病因开辟了新的途径。基因序列数据与临床相关性之间的一个重要联系是对候选基因和分子途径的生物学研究。我们介绍了我们最近使用OCT作为非洲爪蟾胚胎颅面形态的无损表型模式的研究,非洲爪蟾胚胎是基因和途径发现生物学研究的重要动物模型。我们为非洲爪蟾胚胎颅面成像的标准化方法定义了2D和3D扫描协议。我们定义了标准视图和平面重建来可视化正常解剖和地标。我们比较这些观点和重建与传统的组织病理学使用阿利新蓝染色。除了3D、非破坏性和速度更快之外,OCT还可以识别在传统组织病理学准备过程中丢失的颅面特征。我们还确定了定量形态学参数来定义规范的颅面解剖。我们还注意到颅面和心脏缺陷在同一患者中并不罕见(例如心面综合征)。鉴于OCT在非洲爪蟾胚胎心脏成像的某些方面表现出色,我们的工作强调了利用OCT和非洲爪蟾研究影响心脏和颅面发育的分子遗传因素的潜力。
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引用次数: 0
Monitoring femtosecond laser microscopic photothermolysis with multimodal microscopy (Conference Presentation) 用多模态显微镜监测飞秒激光显微光热分解(会议报告)
Pub Date : 2016-04-27 DOI: 10.1117/12.2214798
Yimei Huang, H. Lui, Jianhua Zhao, D. McLean, H. Zeng
Photothermolysis induced by femtosecond (fs) lasers may be a promising modality in dermatology because of its advantages of high precision due to multiphoton absorption and deeper penetration due to the use of near infrared wavelengths. Although multiphoton absorption nonlinear effects are capable of precision targeting, the femtosecond laser photothermolysis could still have effects beyond the targeted area if a sufficiently high dose of laser light is used. Such unintended effects could be minimized by real time monitoring photothermolysis during the treatment. Targeted photothermolytic treatment of ex vivo mouse skin dermis was performed with tightly focused fs laser beams. Images of reflectance confocal microscopy (RCM), second harmonic generation (SHG), and two-photon fluorescence (TPF) of the mouse skins were obtained with integrated multimodal microscopy before, during, and after the laser treatment. The RCM, SHG, and TPF signal intensities of the treatment areas changed after high power femtosecond laser irradiation. The intensities of the RCM and SHG signals decreased when the tissue was damaged, while the intensity of the TPF signal increased when the photothermolysis was achieved. Moreover, the TPF signal was more susceptible to the degree of the photothermolysis than the RCM and SHG signals. The results suggested that multimodal microscopy is a potentially useful tool to monitor and assess the femtosecond laser treatment of the skin to achieve microscopic photothermolysis with high precision.
飞秒激光诱导的光热分解具有多光子吸收精度高、近红外波长穿透深度深等优点,在皮肤医学中具有广阔的应用前景。虽然多光子吸收非线性效应能够精确定位,但如果使用足够高剂量的激光,飞秒激光光热分解仍然可以在目标区域之外产生影响。这种意想不到的影响可以通过在治疗过程中实时监测光热分解来最小化。用紧密聚焦的fs激光束对离体小鼠真皮进行靶向光热解毒治疗。在激光治疗前、治疗过程中和治疗后,采用集成多模态显微镜获得小鼠皮肤的反射共聚焦显微镜(RCM)、二次谐波产生(SHG)和双光子荧光(TPF)图像。高功率飞秒激光照射后,治疗区的RCM、SHG和TPF信号强度发生了变化。RCM和SHG信号强度随着组织损伤而降低,而TPF信号强度随着光热分解而增加。此外,TPF信号比RCM和SHG信号更容易受到光热分解程度的影响。结果表明,多模态显微镜是一种潜在的有用工具,用于监测和评估飞秒激光对皮肤的治疗,以实现高精度的显微光热分解。
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引用次数: 0
Multi-view Hilbert transformation in full-ring-transducer-array based photoacoustic computed tomography (Conference Presentation) 基于全环换能器阵列的光声计算机断层扫描中的多视图希尔伯特变换(会议报告)
Pub Date : 2016-04-27 DOI: 10.1117/12.2212662
Lei Li, Guo Li, Liren Zhu, J. Xia, Lihong V. Wang
Photoacoustic tomography (PAT) exploits optical contrast and ultrasonic detection principles to form images of absorbed optical energy density within tissue. Based on the photoacoustic effect, PAT directly and quantitatively measures specific optical absorption. A full-ring ultrasonic transducer array based photoacoustic computed tomography (PACT) system was recently developed for small animal whole-body imaging with a full-view detection angle and high in-plane resolution (100 µm). However, due to the band-pass frequency response of the piezoelectric transducer elements, the reconstructed images present bipolar (both positive and negative) pixel values, which is artificial and counterintuitive for physicians and biologists seeking to interpret the image. Moreover, bipolar pixel values hinder quantification of physiological parameters, such as oxygen saturation and blood flow speed. Unipolar images can be obtained by deconvolving the raw channel data with the transducer’s electrical impulse response and applying non-negativity during iteration, but this process requires complex transducer modeling and time-consuming computation. Here, we present a multi-view Hilbert transformation method to recover the unipolar initial pressure for full-ring PACT. Multi-view Hilbert transformation along the acoustic wave propagation direction minimizes reconstruction artifacts during envelope extraction and maintains the signal-to-noise ratio of the reconstructed images. The in-plane isotropic spatial resolution of this method was quantified to 168 μm within a 20 × 20 mm2 field of view. The effectiveness of the proposed algorithm was first validated by numerical simulations and then demonstrated with ex-vivo mouse brain structural imaging and in-vivo mouse wholebody imaging.
光声断层扫描(PAT)利用光学对比和超声波检测原理来形成组织内吸收光能密度的图像。基于光声效应,PAT直接定量测量比光吸收。最近,一种基于全环超声换能器阵列的光声计算机断层扫描(PACT)系统被开发出来,用于小动物全身成像,具有全视角检测角度和高面内分辨率(100µm)。然而,由于压电换能器元件的带通频率响应,重建图像呈现双极性(正负)像素值,这对于寻求解释图像的医生和生物学家来说是人为的和违反直觉的。此外,双极像素值阻碍了生理参数的量化,如血氧饱和度和血流速度。通过将原始通道数据与换能器的电脉冲响应进行反卷积并在迭代过程中应用非负性,可以获得单极图像,但该过程需要复杂的换能器建模和耗时的计算。本文提出了一种多视点Hilbert变换方法来恢复全环PACT的单极初始压力。沿声波传播方向的多视点希尔伯特变换使包络提取过程中的重建伪影最小化,保持了重建图像的信噪比。在20 × 20 mm2视场范围内,该方法的面内各向同性空间分辨率量化为168 μm。首先通过数值模拟验证了算法的有效性,然后通过离体小鼠脑结构成像和活体小鼠全身成像验证了算法的有效性。
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