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Simultaneous OCT A-scan depth ranging and C-scan volume imaging for intraoperative robotic retinal surgery guidance. 同时进行OCT a扫描深度测距和c扫描体积成像用于术中机器人视网膜手术指导。
IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-11 eCollection Date: 2025-12-01 DOI: 10.1364/BOE.581579
Yingxiong Xie, Yong Huang, Gui-Bin Bian, Boyu Yang, Yujie Bai, Yu-Peng Zhai, Yawen Deng, Pan Fu, Qun Hao

Current subretinal injection systems combine surgical microscopy, optical coherence tomography (OCT), and robotic assistance to enable precise, depth-resolved, and tremor-free drug delivery to targeted retinal sites. Nevertheless, subretinal and intraretinal vascular injections remain constrained by two major challenges: (1) the inherent difficulty in simultaneously achieving wide-field, real-time imaging of fundus lesions at high spatial resolution, and (2) the requirement for precise intraocular localization of the needle tip quickly. Current fundus injection imaging methods provide limited accuracy in needle tip localization and require prolonged procedure time. To address this issue, we present a novel intraoperative OCT (iOCT) imaging system that integrates a single light source and dual-channel OCT detection to simultaneously acquire A-scan and C-scan data without incurring substantial additional cost. Using the A-scan component of the synchronization signal, high-speed and real-time distance detection of the retinal surface is performed in M-scan mode. Meanwhile, the C-scan component of the synchronization signal provides high spatial resolution imaging of retinal depth information. Combined with the ultra-wide field of view afforded by microscopic imaging, this approach facilitates rapid and extensive guidance for lesion localization in the fundus, while also allowing real-time intraoperative assessment of drug injection procedures. This system is integrated into a high-precision robot-assisted platform, enabling subretinal injections and retinal vascular injections within the ocular fundus. To the best of our knowledge, this is the first time that the simultaneous acquisition of A-scan and C-scan data has been proposed for subretinal injection and retinal vascular injection procedures. The A-scan sensitivity roll-off was characterized and exhibited a decrease of approximately 3 dB over a 0.88 mm depth range in water. The B-scan imaging with 1024 × 1024 pixels achieve a 97.7 fps with maximal lateral field of view (FOV) 16 mm. The system achieved an axial measurement accuracy of 15 µm for needle tip localization. The success rate of single attempt subretinal (6 out of 6 attempts) and optic disc vessel injections was 100% in both live (3 out of 3 attempts) and ex vivo pig eyes (100 out of 100 attempts/30 out of 30 attempts), while venous injections in live pig eyes required positional adjustments during injection to achieve a 100% success rate (3 out of 3 attempts). Integrated with a microscope, the A-scan and C-scan OCT system, assisted by a robotic arm, can safely and reliably address the challenges associated with subretinal injection and retinal vascular injection.

目前的视网膜下注射系统结合了外科显微镜、光学相干断层扫描(OCT)和机器人辅助,能够精确、深度分辨和无震颤地将药物输送到视网膜目标部位。然而,视网膜下和视网膜内血管注射仍然面临两大挑战:(1)难以同时实现高空间分辨率眼底病变的宽视场实时成像;(2)对针尖快速精确定位的要求。目前眼底注射成像方法对针尖定位的准确性有限,且需要较长的操作时间。为了解决这个问题,我们提出了一种新的术中OCT (iOCT)成像系统,该系统集成了单光源和双通道OCT检测,可以同时获取a扫描和c扫描数据,而不会产生大量额外成本。利用同步信号的a扫描分量,在m扫描模式下对视网膜表面进行高速实时距离检测。同时,同步信号的c扫描分量提供视网膜深度信息的高空间分辨率成像。结合显微成像提供的超宽视野,该方法有助于快速和广泛地指导眼底病变定位,同时也允许术中实时评估药物注射过程。该系统集成到高精度机器人辅助平台中,可以在眼底内进行视网膜下注射和视网膜血管注射。据我们所知,这是第一次在视网膜下注射和视网膜血管注射过程中同时采集a扫描和c扫描数据。在0.88 mm深度范围内,a扫描灵敏度滚降特性显示出约3 dB的下降。1024 × 1024像素的b扫描成像速度为97.7 fps,最大横向视场(FOV)为16 mm。该系统实现了15µm的轴向测量精度,用于针尖定位。活体猪眼(3次尝试3次)和离体猪眼(100次尝试100次/30次尝试30次)单次尝试视网膜下和视盘血管注射成功率均为100%,而活体猪眼静脉注射需要在注射时调整位置才能达到100%成功率(3次尝试3次)。结合显微镜、a扫描和c扫描OCT系统,在机械臂的辅助下,可以安全可靠地解决视网膜下注射和视网膜血管注射相关的挑战。
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引用次数: 0
Optical and simulated visual outcomes of two presbyopia-correcting intraocular lenses tested in clinically relevant decentration and tilt conditions. 两种老花眼矫正人工晶体在临床相关的偏心和倾斜条件下的光学和模拟视力结果测试。
IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-11 eCollection Date: 2025-12-01 DOI: 10.1364/BOE.574638
Fátima Cuellar, Fidel Vega, David Madrid, José F Alfonso, Maria S Millan

We evaluated the effect of intraocular lens (IOL) misalignment on image quality under clinically relevant conditions (0.2, 0.4 mm decentration and 2°, 4° tilt). Two presbyopia-correcting IOLs, an extended depth of focus (EDOF) (Alcon Vivity) and a diffractive multifocal (Alcon PanOptix), were tested. Through-focus modulation transfer function (MTF)-based measures were taken using an on-bench model eye with average corneal spherical aberration and apertures of 3.0 and 4.5 mm. Optical image quality and simulated visual acuity (VA) were assessed for both aligned and misaligned IOLs. The aligned EDOF lens showed superior distance vision quality compared to the multifocal, particularly with the 4.5 mm pupil. The EDOF lens was, however, more sensitive to decentration than the multifocal, which showed very low sensitivity across far, intermediate, and near regions with both apertures. Degradation with IOL tilt occurred at a slower rate than with decentration. Despite the optical degradation produced by mild misalignment (up to 0.4 mm decentration and 4° tilt), the predicted VA demonstrates that these effects should be negligible on postoperative vision with a 3 mm pupil. This holds true not only at a far distance, but also at the relevant intermediate and near foci.

我们评估了人工晶状体(IOL)在临床相关条件下(0.2、0.4 mm偏心和2°、4°倾斜)对图像质量的影响。测试了两个老花眼矫正iol,扩展焦深(EDOF)(爱尔康Vivity)和衍射多焦(爱尔康PanOptix)。采用平均角膜球差为3.0 mm、孔径为4.5 mm的台架模型眼进行了基于通焦调制传递函数(MTF)的测量。评估对准和未对准iol的光学图像质量和模拟视力(VA)。与多焦相比,对准的EDOF透镜显示出更好的远距离视觉质量,尤其是4.5 mm瞳孔。然而,EDOF透镜比多焦透镜对离焦更敏感,多焦透镜在远、中、近两个光圈的灵敏度都很低。人工晶状体倾斜的退化速度比分散慢。尽管轻微的不对准(高达0.4 mm的偏心和4°倾斜)会产生光学退化,但预测的VA表明,这些影响对于3mm瞳孔的术后视力应该可以忽略不计。这不仅适用于远距离,而且适用于相关的中焦和近焦。
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引用次数: 0
Review of dynamic optical coherence tomography for intracellular motility: signals, metrics, and their applications [Invited]. 细胞内运动的动态光学相干断层扫描:信号、度量及其应用综述[特邀]。
IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-10 eCollection Date: 2025-12-01 DOI: 10.1364/BOE.575066
Amy L Josefsberg, Lin Yang, Taylor N Robinson

Dynamic optical coherence tomography (dOCT) is a group of techniques primarily applied to visualize intracellular motility within tissue biopsies and cultures as it relates to changes in cell viability, status, and stiffness. Here, we provide an overview of variance-based, autocorrelation-based, and spectral algorithms commonly applied to different types of dOCT signals, how the metrics extracted using these algorithms relate to the underlying intracellular motion, and review how they have been employed in dOCT applications. Detailed guidance is provided for selecting or developing metrics and algorithms to use, depending on the OCT hardware and biological motions of interest.

动态光学相干断层扫描(dOCT)是一组主要应用于组织活检和培养中观察细胞内运动的技术,因为它与细胞活力、状态和硬度的变化有关。在这里,我们概述了基于方差的、基于自相关的和频谱的算法,这些算法通常应用于不同类型的dOCT信号,使用这些算法提取的指标如何与潜在的细胞内运动相关,并回顾了它们如何在dOCT应用中使用。根据OCT硬件和感兴趣的生物运动,提供了选择或开发使用的度量和算法的详细指导。
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引用次数: 0
Review of shortwave infrared imaging and spectroscopy in tissue [Invited]. 组织短波红外成像与光谱学研究进展[特邀]。
IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-10 eCollection Date: 2025-12-01 DOI: 10.1364/BOE.577163
Darren Roblyer, Anahita Pilvar, Thao Pham, Sam Spink, Carole K Hayakawa, Vasan Venugopalan, Mark C Pierce

The shortwave infrared (SWIR) wavelength band (1,000-2,000 nm) has recently garnered increased interest due to its beneficial attributes for tissue imaging and spectroscopy. Lower scattering, increased sensitivity to endogenous water and lipid content, and the reduced influence of melanin offer new measurement opportunities and application areas. SWIR sensor technology is advancing at a rapid pace, fueling growth in academic and commercial instrument development. Here, we review recent progress in SWIR tissue imaging and spectroscopy, provide resources on tissue optical properties at SWIR wavelengths, and offer guidance on the utilization of models, methods, and instruments for SWIR measurements in tissue. One key finding is that while some efforts have exploited the lower scattering in the SWIR to achieve deep tissue imaging, this advantage is highly dependent on the specific choice of wavelength and the measurement geometry. Photon attenuation limits these advantages at wavelengths where water absorption is strong, especially in the context of higher-noise SWIR detectors. However, a growing number of clinical applications are emerging, especially those requiring in vivo water and lipid measurements, such as monitoring of tissue hydration, edema, lipid content, and others. There are further opportunities to expand this work toward more disease states while leveraging the low absorption of melanin in the SWIR. Since the field is currently limited by relatively few sources of tissue optical property data at SWIR wavelengths, we have compiled tabulated extinction values of SWIR chromophores from the literature. There is also a need for continued development of techniques for modeling photon propagation in tissue at SWIR wavelengths due to more moderate levels of tissue scattering compared to absorption, and methods to establish stable tissue-mimicking phantoms. The SWIR wavelength region is coming of age in the biophotonics community, with components and systems creating new opportunities in basic research and clinical applications once current challenges can be overcome.

短波红外(SWIR)波段(1,000-2,000 nm)由于其对组织成像和光谱学的有益特性,最近获得了越来越多的兴趣。较低的散射、对内源性水和脂质的敏感性提高以及黑色素的影响降低,为测量提供了新的机会和应用领域。SWIR传感器技术正在快速发展,推动了学术和商业仪器开发的增长。本文综述了近年来在SWIR组织成像和光谱学方面的研究进展,提供了在SWIR波长下组织光学特性的相关资源,并对组织中SWIR测量的模型、方法和仪器的使用提供了指导。一个关键的发现是,虽然一些努力已经利用较低的散射在SWIR来实现深层组织成像,这种优势是高度依赖于波长和测量几何形状的具体选择。光子衰减限制了这些优势在波长的水吸收很强,特别是在高噪声SWIR探测器的背景下。然而,越来越多的临床应用正在出现,特别是那些需要体内水和脂质测量的应用,如监测组织水化、水肿、脂质含量等。在利用SWIR中黑色素的低吸收的同时,有进一步的机会将这项工作扩展到更多的疾病状态。由于该领域目前受到相对较少的SWIR波长组织光学特性数据来源的限制,我们从文献中编制了SWIR发色团的消光值表。由于组织散射比吸收水平更温和,因此还需要继续发展在SWIR波长下组织中光子传播的建模技术,以及建立稳定的组织模拟幽灵的方法。SWIR波长区域在生物光子学领域正在走向成熟,一旦克服当前的挑战,其组件和系统将为基础研究和临床应用创造新的机会。
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引用次数: 0
High-power organic light-emitting diodes for photodynamic therapy in a mouse model of oral squamous cell carcinoma. 高功率有机发光二极管用于口腔鳞状细胞癌小鼠模型的光动力治疗。
IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-07 eCollection Date: 2025-12-01 DOI: 10.1364/BOE.570172
Jiechen Zhang, Shun Zhi, Yunlei Xu, Yingguang Zhu, Yonglan Hu, Ruoyu Zhang, Haixia Qiu, Ying Gu, Defu Chen

Effective light delivery with precise control is critical for achieving safe and efficient photodynamic therapy (PDT). Organic light-emitting diodes (OLEDs) represent an attractive novel light source for PDT due to their large-area, uniform irradiation, and conformal adaptability to irregular lesion geometries. However, conventional OLEDs suffer from low power density, which limits their therapeutic efficacy. In this study, we optimized the multilayer structure of an OLED device, achieving a stable light output of up to 60 mW/cm2-a significant advancement expected to facilitate the development of OLED-based PDT (OLED-PDT). In both in vitro and in vivo studies using an oral squamous cell carcinoma (SCC-25) xenografted mouse model, the high-power OLED device demonstrated significant therapeutic efficacy. The treatment effectively suppresses tumor cell proliferation and angiogenesis while inducing apoptosis, thereby inhibiting tumor progression. Moreover, OLED-PDT shows excellent biosafety, with no detectable damage to normal organs. These findings highlight the promising potential of high-power OLEDs as a next-generation light source for precise and safe PDT.

有效的光传输和精确的控制是实现安全和有效的光动力治疗(PDT)的关键。有机发光二极管(oled)由于其大面积、均匀照射和对不规则病变几何形状的保形适应性而成为一种有吸引力的PDT新光源。然而,传统的有机发光二极管存在功率密度低的问题,这限制了其治疗效果。在这项研究中,我们优化了OLED器件的多层结构,实现了高达60 mW/cm2的稳定光输出,这一重大进步有望促进基于OLED的PDT (OLED-PDT)的发展。在口腔鳞状细胞癌(SCC-25)异种移植小鼠模型的体外和体内研究中,高功率OLED器件显示出显着的治疗效果。该治疗有效抑制肿瘤细胞增殖和血管生成,同时诱导细胞凋亡,从而抑制肿瘤进展。此外,OLED-PDT具有良好的生物安全性,对正常器官没有可检测到的损伤。这些发现突出了高功率oled作为精确和安全PDT的下一代光源的巨大潜力。
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引用次数: 0
Photoacoustic monitoring of freezing-induced loading and freeze-casting processes. 冻害加载和冻铸过程的光声监测。
IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-06 eCollection Date: 2025-12-01 DOI: 10.1364/BOE.577321
Sergei V German, Vasiliy S Chernyshev, Ekaterina O Moiseeva, Dmitry A Gorin

Both freezing-induced loading (FIL) and freeze-casting (FC) are used for nano- and microstructured materials fabrication, including core-shell structures, shells, porous materials, as well as ceramics. The crystallization front velocity is a critical parameter for these techniques because it defines the period of lamellar structure during FC and FIL. Here, we show that the photoacoustic method allows us not only to detect the phase transition but also to measure the instantaneous velocity of the crystallization front and track ice crystal position during the crystallization of the sample. Moreover, we demonstrate the possibility of detecting a first-order phase transition in pure water using photoacoustics. Thus, the obtained results give the opportunity for in situ monitoring of the freezing-induced loading as well as the freeze-casting to optimize the parameters of nano- and microstructured materials.

冷冻诱导加载(FIL)和冷冻铸造(FC)都用于纳米和微结构材料的制造,包括核壳结构、壳、多孔材料以及陶瓷。结晶前沿速度是这些技术的关键参数,因为它决定了在FC和FIL过程中片层结构的周期。在这里,我们发现光声方法不仅可以检测到相变,还可以测量结晶锋的瞬时速度和跟踪样品结晶过程中的冰晶位置。此外,我们证明了利用光声学检测纯水中一阶相变的可能性。因此,所获得的结果为原位监测冻结诱导加载和冻结铸造提供了机会,以优化纳米和微结构材料的参数。
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引用次数: 0
Assessing liquid light guides in diffuse correlation spectroscopy systems. 漫射相关光谱系统中液体光导的评估。
IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-04 eCollection Date: 2025-12-01 DOI: 10.1364/BOE.571835
Yuanzhe Zhang, Mingliang Pan, Chenxu Li, Ziao Jiao, Yuanyuan Hua, Ahmet T Erdogan, Robert K Henderson, David Day-Uei Li

Diffuse correlation spectroscopy (DCS) is a widely used noninvasive optical technique for measuring tissue blood flow. Accurate blood flow estimation with DCS requires a high signal-to-noise ratio (SNR), but achieving high SNR is often limited by safety constraints on the optical irradiance (maximum permissible exposure) that can be delivered to tissue. To overcome this limitation, we investigated the possibility of replacing the conventional multi-mode fiber (MMF) with a liquid light guide (LLG) for illumination. The LLG provides a more uniform illumination profile and higher photon throughput to the tissue under the same irradiance limit, resulting in a significantly increased detected photon count rate and enhanced SNR. In experiments under identical power-density conditions, the LLG-based system achieved approximately a three-fold increase in SNR compared to the traditional MMF configuration. This improvement arises from the uniform beam profile and efficient light delivery of the LLG, which permits safe use of higher total power. These results indicate that LLG illumination effectively enhances DCS sensitivity without exceeding safety limits, potentially enabling more sensitive and accurate blood flow monitoring in biomedical applications.

漫射相关光谱(DCS)是一种广泛应用于组织血流量测量的无创光学技术。使用DCS进行准确的血流估计需要高信噪比(SNR),但实现高信噪比通常受到可传递到组织的光学辐照度(最大允许曝光)的安全限制。为了克服这一限制,我们研究了用液体光导(LLG)代替传统多模光纤(MMF)进行照明的可能性。在相同辐照度限制下,LLG为组织提供了更均匀的照明轮廓和更高的光子吞吐量,从而显着增加了检测光子计数率和增强的信噪比。在相同功率密度条件下的实验中,与传统的MMF配置相比,基于llg的系统实现了大约三倍的信噪比提高。这种改进源于均匀的光束轮廓和LLG的高效光传输,这允许安全使用更高的总功率。这些结果表明,LLG照明在不超过安全限制的情况下有效地提高了DCS的灵敏度,有可能在生物医学应用中实现更敏感和准确的血流监测。
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引用次数: 0
Dynamic contrast in dual-beam optical coherence tomography imaging of human skin. 人体皮肤双光束光学相干断层成像的动态对比。
IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-04 eCollection Date: 2025-12-01 DOI: 10.1364/BOE.570414
Michael Pircher, Elisabeth Brunner, Ionela-Mariana Nagelreiter, Christopher Kremslehner, Wenting Hu, Bahar Golabi, Christian Freystätter, Florian Gruber

Imaging of metabolic and cellular activity in living tissue is of high interest and represents a prerequisite for an understanding of environmentally induced tissue changes. In this work, we present a dual-beam optical coherence tomography (OCT) instrument that is used to investigate dynamic processes of human skin samples with two different transverse resolutions. The amplitude and the phase of the OCT signal in both channels are exploited to assess these processes. The temporal evolution of dynamic processes in living skin tissue is analyzed and used to provide increased image contrast. This allows for a clear separation between the stratum corneum, the living epidermis, and the dermis that is otherwise not visible in standard OCT images of the system. Thereby, better dynamic contrast was observed using the higher resolution images. The reproducibility of the method is tested, and the imaging results are compared with data from fixated skin samples (where no dynamics were found within the living epidermis) and histology.

活组织中代谢和细胞活动的成像具有很高的兴趣,是理解环境诱导的组织变化的先决条件。在这项工作中,我们提出了一种双光束光学相干断层扫描(OCT)仪器,用于研究两种不同横向分辨率下人体皮肤样品的动态过程。利用两个通道中OCT信号的幅度和相位来评估这些过程。动态过程的时间演变在活的皮肤组织进行分析,并用于提供增加的图像对比度。这允许角质层,活表皮和真皮之间的清晰分离,否则在系统的标准OCT图像中是不可见的。因此,使用更高分辨率的图像可以观察到更好的动态对比度。测试了该方法的可重复性,并将成像结果与固定皮肤样本(活表皮内未发现动态)和组织学数据进行比较。
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引用次数: 0
Near-infrared-II pulsed laser diode array for spectral photoacoustic imaging of deep tissue oxygenation. 用于深部组织氧合光谱光声成像的近红外脉冲激光二极管阵列。
IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-04 eCollection Date: 2025-12-01 DOI: 10.1364/BOE.579259
Vinoin Devpaul Vincely, Miller A Dickerson, Catherine E Hawkins, Carolyn L Bayer

Spectral photoacoustic imaging (sPAI) has the potential to detect clinically relevant measurements of blood oxygenation, non-invasively in real time. The unique advantage of sPAI is its ability to probe optical chromophores at extended imaging depths compared to purely optical modalities. PA imaging has previously been demonstrated using benchtop nanosecond pulsed solid-state lasers; however, their size and high cost limit the potential for clinical translation. Microfabricated pulsed laser diodes (PLDs) are miniaturized laser sources that can be fabricated and integrated at relatively low cost; however, microfabricated PLDs have been minimally investigated for the generation of photoacoustic signals due to the significantly lower energies they typically provide. In this work, we integrated an array of PLD diodes with optical excitation in the second near-infrared window, demonstrating deep imaging depths that exceed the imaging depths expected based on fluence alone. Using five PLDs integrated in series at a fluence of 61.5 µJ/cm2, a maximum imaging depth of 4.26 cm was achieved with a detectable CNR in a porcine tissue phantom. Additionally, spectrally unmixed hemoglobin oxygenation measurements were accurate up to a depth of 3.11 cm with ∼10% accuracy. We validated device performance using an in vivo rat model, demonstrating a detectable SNR up to a depth of 4.13 cm and accurate tissue oxygenation assessment up to 3.85 cm from the kidney under layers of porcine tissue. Our device demonstrates the feasibility of microfabricated PLDs for clinically relevant photoacoustic imaging depths.

光谱光声成像(sPAI)具有检测临床相关血氧测量的潜力,无创实时。与纯光学模式相比,sPAI的独特优势在于它能够在更大的成像深度探测光学发色团。先前已经使用台式纳秒脉冲固体激光器演示了PA成像;然而,它们的尺寸和高成本限制了临床转化的潜力。微制造脉冲激光二极管(PLDs)是一种小型化的激光源,可以以相对较低的成本制造和集成;然而,由于微加工pld通常提供的能量明显较低,因此对其产生光声信号的研究很少。在这项工作中,我们在第二个近红外窗口集成了一组具有光激发的PLD二极管,展示了比仅基于影响的成像深度更深的成像深度。使用串联集成的5个pld,在61.5µJ/cm2的影响下,在猪组织模体中实现了4.26 cm的最大成像深度和可检测的CNR。此外,光谱未混合的血红蛋白氧合测量精度可达3.11 cm,精度为10%。我们使用活体大鼠模型验证了设备的性能,证明了可检测的信噪比可达4.13 cm,并准确评估了猪组织层下肾脏3.85 cm处的组织氧合。我们的设备证明了微加工pld用于临床相关光声成像深度的可行性。
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引用次数: 0
Noninvasive prediction of photon fluence rate in targeted brain regions for personalized transcranial photobiomodulation dosage: model development and in silico evaluation. 针对个性化经颅光生物调节剂量的靶脑区域光子通量无创预测:模型开发和计算机评估。
IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-03 eCollection Date: 2025-12-01 DOI: 10.1364/BOE.570066
Yu-Chia Chang, Bo-Yong Lin, Yu-Peng Hsieh, Tzu-Chia Kao, Wen-Yih Isaac Tseng, Li-Da Huang, Kung-Bin Sung

Transcranial photobiomodulation (tPBM) shows promise in delivering beneficial effects to the brain. However, accurately estimating the stimulus energy reaching the targeted brain region remains difficult due to individual differences in anatomy and optical properties. We present a noninvasive method that combines diffuse reflectance spectroscopy with deep learning to predict the fluence rate of the stimulus light. Incorporating tissue layer thicknesses into the model significantly enhances prediction accuracy, reducing errors to approximately 13%, compared to 49% when assuming a constant irradiance at the scalp surface. By eliminating the need for expensive magnetic resonance imaging, our approach offers a scalable solution for optimizing irradiation parameters in future tPBM applications.

经颅光生物调节(tPBM)有望为大脑带来有益的影响。然而,由于个体解剖结构和光学特性的差异,准确估计到达目标脑区的刺激能量仍然很困难。我们提出了一种将漫反射光谱与深度学习相结合的非侵入性方法来预测刺激光的影响率。将组织层厚度纳入模型可显著提高预测精度,将误差降低至约13%,而假设头皮表面辐照度恒定时的误差为49%。通过消除对昂贵的磁共振成像的需要,我们的方法为优化未来tPBM应用中的辐照参数提供了可扩展的解决方案。
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引用次数: 0
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Biomedical optics express
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