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Activity of antimicrobial photodynamic therapy against a cariogenic biofilm composed of a microbial consortium. 抗菌光动力疗法对由微生物联合体组成的致龋生物膜的活性研究。
IF 2.9 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-01 Epub Date: 2025-11-06 DOI: 10.1117/1.JBO.30.11.118001
Bruna Alves Thurler, Thamyris Py Domingos Faial Santos, Paula Carvalho Motta, Gabriella Lorena Dias Pereira, Gabriela Ceccon Chianca, Helvecio Cardoso Correa Povoa, Karla Bianca Fernandes da Costa Fontes, Natalia Lopes Pontes Povoa Iorio

Significance: Dental caries is a polymicrobial condition derived from microbial biofilm. There is a lack of studies addressing antimicrobial photodynamic therapy (aPDT) activity against a cariogenic multispecies biofilm.

Aim: We aim to evaluate the activity of aPDT against a cariogenic biofilm composed of a microbial consortium.

Approach: Equal parts of Streptococcus mutans, Lactobacillus rhamnosus, and Candida albicans were used to form a microbial inoculum containing 10 7 colony-forming units/mL, which was placed on cellulose acetate membranes to form biofilm. After biofilm formation, the seven groups, each containing four membranes, were treated as follows: laser 1 J (G1); laser 4 J (G2); photosensitizer methylene blue (G3); photosensitizer + laser 1 J (G4); photosensitizer + laser 4 J (G5); chlorhexidine as positive control (G6); and distilled water (G7).

Results: The number of viable microbial cells per biofilm varied between 1.40 × 10 8 (G5) and 7.28 × 10 8 (G1), whereas the negative control group (G7) reached 1.38 × 10 9 . Compared with G7, all groups presented a reduction, with the percentage varying from 47.05% (G1) to 89.85% (G5). However, G5 (photosensitizer + laser 4 J) was the only group to present a statistical reduction ( p < 0.05 ).

Conclusion: aPDT represents an important antibiofilm adjunct therapy, resulting in a significant reduction in microbial cells within a cariogenic biofilm model.

意义:龋病是由微生物生物膜引起的多微生物疾病。目前还缺乏关于抗菌光动力疗法(aPDT)对多物种致龋生物膜活性的研究。目的:评价aPDT对微生物联合体组成的致龋生物膜的活性。方法:使用等量的变形链球菌、鼠李糖乳杆菌和白色念珠菌形成含有~ 10.7个菌落形成单位/mL的微生物接种物,将其置于醋酸纤维素膜上形成生物膜。生物膜形成后,7组,每组含4个膜,分别进行如下处理:激光1 J (G1);激光4j (G2);光敏剂亚甲基蓝;光敏剂+激光1 J (G4);光敏剂+激光4j (G5);氯己定为阳性对照(G6);蒸馏水(G7)。结果:每层生物膜活菌细胞数在1.40 × 10 8 (G5) ~ 7.28 × 10 8 (G1)之间,阴性对照组(G7)为1.38 × 10 9。与G7组比较,各组均有减少,减少率从47.05% (G1)到89.85% (G5)不等。而G5组(光敏剂+激光4j)是唯一有统计学差异的组(p 0.05)。结论:aPDT是一种重要的抗生物膜辅助治疗,可显著减少龋源性生物膜模型中的微生物细胞。
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引用次数: 0
Multifocal optical coherence tomography of the mouse eye to image the vitreoretinal vasculature in full depth. 小鼠眼的多焦光学相干断层扫描,对玻璃体视网膜血管系统进行全深度成像。
IF 2.9 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-01 Epub Date: 2025-11-03 DOI: 10.1117/1.JBO.30.11.116002
Simon Brais-Brunet, Raphaël Maltais-Tariant, Caroline Boudoux, Mathieu Dehaes

Significance: In vivo optical coherence tomography (OCT) of the mouse vitreoretinal vasculature in full depth is technically challenging. Conventional OCT techniques employ axial confocal gating, which induces signal drop-off and limits spatial resolution outside the Rayleigh range.

Aim: Our aim is to develop a multifocal OCT imaging approach using a tunable lens and a registration method that allows the generation of a composite image of the vitreoretinal vasculature while preserving high and uniform lateral spatial resolution, signal intensity, and image contrast in full depth.

Approach: A calibration target was developed to characterize the multifocal optical system and quantify the signal intensity, contrast, and resolution. These optical specifications were used to image mice at postnatal day 14. Intra- and inter-volume registration methods were necessary to correct for motion and generate a composite image from single-focus images using weighted averaging.

Results: In the calibration target, signal intensity and contrast were 20 dB higher in the composite compared with single-focus images. Lateral resolution remained uniform (4 to 6    μ m ). In animals, signal intensity and contrast were 10 to 15 dB higher in the composite compared with single-focus images and highest in the hyaloid vasculature.

Conclusions: This technique is promising in studying the mouse vitreoretinal vasculature during eye development and disease.

意义:小鼠玻璃体视网膜血管的全深度体内光学相干断层扫描(OCT)在技术上具有挑战性。传统的OCT技术采用轴向共聚焦门控,这会引起信号衰减并限制瑞利范围外的空间分辨率。目的:我们的目标是开发一种使用可调透镜和配准方法的多焦点OCT成像方法,该方法可以生成玻璃体视网膜血管系统的复合图像,同时保持高且均匀的横向空间分辨率、信号强度和全深度的图像对比度。方法:开发了一个校准目标来表征多焦光学系统,并量化信号强度、对比度和分辨率。这些光学指标用于小鼠出生后第14天的成像。体内配准和体间配准是校正运动和利用加权平均从单焦点图像生成合成图像的必要方法。结果:在标定目标中,复合图像的信号强度和对比度比单焦图像高20 dB。横向分辨率保持均匀(4 ~ 6 μ m)。在动物中,与单聚焦图像相比,复合图像的信号强度和对比度高10至15 dB,并且在玻璃状血管中最高。结论:该技术在研究小鼠眼发育和疾病过程中玻璃体视网膜血管系统方面具有广阔的应用前景。
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引用次数: 0
NIRFASTerFF: an accessible, cross-platform Python package for fast photon modeling. NIRFASTerFF:一个可访问的跨平台Python包,用于快速光子建模。
IF 2.9 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-01 Epub Date: 2025-11-03 DOI: 10.1117/1.JBO.30.11.115001
Jiaming Cao, Samuel Montero-Hernandez, Rickson C Mesquita, Adam T Eggebrecht, Hamid Dehghani

Significance: Accurate and efficient photon modeling plays an essential role in the rapidly developing field of diffuse optical imaging, whereby the use of model-based analysis and image reconstruction can provide both educational and research benefits.

Aim: NIRFASTerFF is a cross-platform (Linux, macOS, and Windows) Python package for finite element method (FEM)-based light propagation modeling, supporting continuous-wave, frequency-domain, and time-resolved data for both exogenous and endogenous optical imaging applications. It also enables modeling of the autocorrelation function ( G 1 ) for diffuse correlation spectroscopy. Validation is performed through comparison with the original NIRFAST and gold-standard Monte Carlo simulations.

Approach: NIRFASTerFF incorporates highly parallelized FEM solvers for efficient computation on both CPU and GPU, leveraging OpenMP and CUDA acceleration. To support image reconstruction tasks, voxel-based interpolation of the optical fluence is implemented, providing a flexible and accurate representation of the forward solution suitable for inverse problem formulations.

Results: Compared with its predecessor, NIRFASTer, the optimized algorithms provide a performance boost of 25% to 45% on GPU and up to 20% on CPU, and the results show good agreement with both Monte Carlo and analytical solutions.

Conclusion: The NIRFASTerFF package provides a fast and license-free tool for photon modeling and can further streamline Python-based data processing in diffuse optical imaging, benefiting the biophotonics community.

意义:准确、高效的光子建模在快速发展的漫射光学成像领域起着至关重要的作用,利用基于模型的分析和图像重建可以提供教育和研究的好处。目的:NIRFASTerFF是一个跨平台(Linux、macOS和Windows)的Python软件包,用于基于有限元法(FEM)的光传播建模,支持外源和内源光学成像应用的连续波、频域和时间分辨数据。它还可以对漫射相关光谱的自相关函数(g1)进行建模。通过与原始NIRFAST和金标准蒙特卡罗模拟的比较进行验证。方法:NIRFASTerFF结合了高度并行的FEM求解器,在CPU和GPU上进行高效计算,利用OpenMP和CUDA加速。为了支持图像重建任务,实现了基于体素的光学影响插值,为适合于反问题公式的正解提供了灵活而准确的表示。结果:与之前的NIRFASTer相比,优化后的算法在GPU上的性能提升了25%至45%,在CPU上的性能提升了20%,并且结果与蒙特卡罗和解析解都表现出良好的一致性。结论:NIRFASTerFF包提供了一个快速且免许可的光子建模工具,可以进一步简化漫射光学成像中基于python的数据处理,有利于生物光子学领域。
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引用次数: 0
Optical intensity changes under static load and their dependence on dental implant design around bone-mimicking material. 静态载荷下的光强度变化及其对模拟骨材料周围种植体设计的依赖。
IF 2.9 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-01 Epub Date: 2025-11-18 DOI: 10.1117/1.JBO.30.11.115003
Martynas Vencius, Pijus Beleckas, Paulius Kantakevičius, Julius Vengelis, Jan Pavel Rokicki, Dainius Razukevičius, Gintaras Janužis

Significance: Dental implants (DI) are among the most effective solutions for restoring masticatory function in patients with tooth loss. The success of these implants often depends on selecting appropriate design parameters, such as length and diameter, to ensure optimal outcomes. Understanding how these variables influence load transfer to the surrounding bone is essential for improving DI performance.

Aim: We aimed to evaluate the effects of implant diameter and length on static load distribution to surrounding bone-mimicking material (BMM) under identical optical and mechanical conditions, using an original and more accurate photoelastic testing method.

Approach: Epoxy resin was used to replicate the mechanical behavior of the bone under static load conditions. A total of 12 DI designs with varying lengths and diameters were tested, with three replicas each ( n = 36 ). Polarized light was applied to the apex of each implant to detect optical intensity changes ( Δ I ) in the BMM under a 150-N static load and at rest.

Results: A significant correlation was found between implant diameter and load distribution ( p < 0.05 ). Wider implants showed more uniform load transfer, with 4.5-mm versus 5.5-mm-diameter implants showing 2.47 times less polarized light change, and 4.5-mm versus 6.9-mm implants showing 18.38 times less. By contrast, implant length had no statistically significant impact on load distribution ( p > 0.05 ). The 6.9-mm diameter and longest implants transmitted the highest load to the BMM, whereas 11.5-mm length implants showed the lowest optical intensity changes ( Δ I ) under static load.

Conclusions: Implant diameter has a greater impact than length on stress distribution to surrounding structures. Emphasizing diameter selection may enhance implant longevity and clinical success.

意义:牙种植体(DI)是修复牙齿缺失患者咀嚼功能最有效的方法之一。这些植入物的成功通常取决于选择合适的设计参数,如长度和直径,以确保最佳效果。了解这些变量如何影响载荷向周围骨的传递对于提高DI性能至关重要。目的:在相同的光学和力学条件下,采用原始的、更精确的光弹性测试方法,评估种植体直径和长度对周围骨模拟材料(BMM)静载荷分布的影响。方法:采用环氧树脂模拟骨在静载条件下的力学行为。共测试了12种不同长度和直径的DI设计,每种设计3个副本(n = 36)。在每个植入物的顶端施加偏振光,检测在150-N静载和静止状态下BMM的光强变化(Δ I)。结果:种植体直径与负荷分布有显著相关性(p < 0.05)。更宽的种植体表现出更均匀的负载转移,直径4.5 mm的种植体比直径5.5 mm的种植体偏振光变化少2.47倍,直径4.5 mm的种植体比直径6.9 mm的种植体偏振光变化少18.38倍。相比之下,种植体长度对负荷分布的影响无统计学意义(p < 0.05)。在静态载荷下,直径为6.9 mm和最长的植入物对BMM的光强变化最大,而长度为11.5 mm的植入物对BMM的光强变化最小(Δ I)。结论:种植体直径对周围结构应力分布的影响大于种植体长度。强调直径的选择可以提高种植体的使用寿命和临床成功率。
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引用次数: 0
Cost reduction and quality preservation with digital scanner interfaces for optical coherence tomography. 光学相干层析成像的数字扫描仪接口降低成本和保持质量。
IF 2.9 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-01 Epub Date: 2025-11-22 DOI: 10.1117/1.JBO.30.11.115005
Kyoungmo Koo, Lucia Lee, Morgan McCloud, Mark Draelos

Significance: Optical coherence tomography (OCT) systems are traditionally decomposed into engine and scanner components with an expensive and noise-prone analog interface to communicate the scan pattern between the two. Although simple and convenient, analog signals are susceptible to interference and require expensive hardware to generate with appropriate precision for OCT.

Aim: To overcome these limitations, we implemented a digital interface for our OCT system using low-cost embedded microprocessors and custom PC software, exploiting recent trends toward digital servo drivers for optical scanning.

Approach: Our interface features USB interfacing with a PC for scan pattern download and position feedback upload, 50-kHz communication rate, external triggers with adjustable downsampling, and no external power requirements.

Results: We quantitatively assessed the latency, noise characteristics, and imaging performance of our digital interface in comparison with a conventional analog system that is an order of magnitude more expensive. The signal analysis confirmed that the digital interface reliably transmitted the intended scan pattern to the galvanometer driver and significantly reduced noise in the position feedback signal. High-speed laser trajectory tracking during sparse raster scanning revealed that discrepancies in the analog feedback signal did not reflect actual galvanometer positioning errors; both interfaces achieved equivalent spatial accuracy. Resolution testing demonstrated that both interfaces produced comparable OCT image quality, with no discernible difference up to the system's resolution limit, whereas reconstruction based on digital interface position feedback outperformed other methods when demanding scan patterns, such as spiral scanning, were applied. To support reproducibility and system integration, we developed a custom printed circuit board (PCB), enabling a compact and robust configuration for future OCT deployments. A simplified version of the firmware is supported by our open-source library vortex.

Conclusions: Together, these results demonstrate quantitative and qualitative equivalence of the interfaces, despite an order of magnitude reduction in cost. We released open-source software, PCB schematics, design files, and a bill of materials so that the OCT community can benefit from these improvements and cost savings.

意义:光学相干层析成像(OCT)系统传统上被分解为发动机和扫描仪组件,具有昂贵且容易产生噪声的模拟接口,用于在两者之间传输扫描模式。虽然简单方便,但模拟信号容易受到干扰,并且需要昂贵的硬件才能以适当的精度生成OCT。目的:为了克服这些限制,我们利用低成本的嵌入式微处理器和定制PC软件为OCT系统实现了数字接口,利用了光学扫描数字伺服驱动器的最新趋势。方法:我们的接口具有USB接口和PC,用于扫描模式下载和位置反馈上传,50 khz通信速率,可调下采样的外部触发器,无外部电源要求。结果:我们定量地评估了我们的数字接口的延迟、噪声特性和成像性能,并与传统的模拟系统进行了比较,后者的成本要高一个数量级。信号分析证实,数字接口可靠地将预期的扫描模式传输到振镜驱动器,并显着降低了位置反馈信号中的噪声。稀疏光栅扫描期间的高速激光轨迹跟踪表明,模拟反馈信号的差异并不能反映振镜定位的实际误差;两个界面的空间精度相当。分辨率测试表明,两种接口产生的OCT图像质量相当,在系统分辨率限制下没有明显差异,而在要求苛刻的扫描模式(如螺旋扫描)应用时,基于数字接口位置反馈的重建优于其他方法。为了支持再现性和系统集成,我们开发了一种定制的印刷电路板(PCB),为未来的OCT部署提供了紧凑而强大的配置。我们的开源库vortex支持简化版本的固件。结论:总之,这些结果证明了接口的定量和定性等效,尽管成本降低了一个数量级。我们发布了开源软件、PCB原理图、设计文件和材料清单,以便OCT社区可以从这些改进和成本节约中受益。
{"title":"Cost reduction and quality preservation with digital scanner interfaces for optical coherence tomography.","authors":"Kyoungmo Koo, Lucia Lee, Morgan McCloud, Mark Draelos","doi":"10.1117/1.JBO.30.11.115005","DOIUrl":"10.1117/1.JBO.30.11.115005","url":null,"abstract":"<p><strong>Significance: </strong>Optical coherence tomography (OCT) systems are traditionally decomposed into engine and scanner components with an expensive and noise-prone analog interface to communicate the scan pattern between the two. Although simple and convenient, analog signals are susceptible to interference and require expensive hardware to generate with appropriate precision for OCT.</p><p><strong>Aim: </strong>To overcome these limitations, we implemented a digital interface for our OCT system using low-cost embedded microprocessors and custom PC software, exploiting recent trends toward digital servo drivers for optical scanning.</p><p><strong>Approach: </strong>Our interface features USB interfacing with a PC for scan pattern download and position feedback upload, 50-kHz communication rate, external triggers with adjustable downsampling, and no external power requirements.</p><p><strong>Results: </strong>We quantitatively assessed the latency, noise characteristics, and imaging performance of our digital interface in comparison with a conventional analog system that is an order of magnitude more expensive. The signal analysis confirmed that the digital interface reliably transmitted the intended scan pattern to the galvanometer driver and significantly reduced noise in the position feedback signal. High-speed laser trajectory tracking during sparse raster scanning revealed that discrepancies in the analog feedback signal did not reflect actual galvanometer positioning errors; both interfaces achieved equivalent spatial accuracy. Resolution testing demonstrated that both interfaces produced comparable OCT image quality, with no discernible difference up to the system's resolution limit, whereas reconstruction based on digital interface position feedback outperformed other methods when demanding scan patterns, such as spiral scanning, were applied. To support reproducibility and system integration, we developed a custom printed circuit board (PCB), enabling a compact and robust configuration for future OCT deployments. A simplified version of the firmware is supported by our open-source library <i>vortex</i>.</p><p><strong>Conclusions: </strong>Together, these results demonstrate quantitative and qualitative equivalence of the interfaces, despite an order of magnitude reduction in cost. We released open-source software, PCB schematics, design files, and a bill of materials so that the OCT community can benefit from these improvements and cost savings.</p>","PeriodicalId":15264,"journal":{"name":"Journal of Biomedical Optics","volume":"30 11","pages":"115005"},"PeriodicalIF":2.9,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638214/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145587616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
"hDOS": an automated hybrid diffuse optical device for real-time noninvasive tissue monitoring: precision and in vivo validation. “hDOS”:用于实时无创组织监测的自动混合漫射光学装置:精度和体内验证。
IF 2.9 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-01 Epub Date: 2025-11-18 DOI: 10.1117/1.JBO.30.11.115004
Marta Zanoletti, Muhammad Atif Yaqub, Lorenzo Cortese, Mauro Buttafava, Jacqueline Martínez García, Caterina Amendola, Talyta Carteano, Lorenzo Frabasile, Diego Sanoja Garcia, Claudia Nunzia Guadagno, Tijl Houtbeckers, Umut Karadeniz, Michele Lacerenza, Marco Pagliazzi, Shahrzad Parsa, Tessa Wagenaar, Luc Demarteau, Jakub Tomanik, Alberto Tosi, Udo M Weigel, Sanathana Konugolu Venkata Sekar, Alessandro Torricelli, Davide Contini, Jaume Mesquida, Turgut Durduran

Significance: The hybrid diffuse optical system (hDOS) is a fully automated platform designed to bring advanced optical monitoring closer to clinical practice. Many existing systems lack automation, multiparametric output, and operator independence, limiting their use in demanding environments such as intensive care. hDOS integrates time-domain near-infrared spectroscopy, diffuse correlation spectroscopy, and pulse oximetry to assess both tissue oxygenation and perfusion. Although initially developed in the context of vascular occlusion tests, its modular design makes it suitable for broader applications, including trauma, surgery, anesthesia, and studies in healthy subjects.

Aim: It aims to design and validate hDOS, focusing on precision, repeatability, and usability for peripheral microvascular monitoring in both clinical and research settings.

Approach: Validation included test-retest measurements, a 7-month clinical deployment in the critical care, and a comparison with a commercial continuous wave NIRS device (INVOS 5100C).

Results: The device underwent extensive validation, accumulating over 200 h of usage across 150 measurement sessions. The system showed high precision (test-retest CV < 1.2 % for oxygenation, < 13 % for perfusion), stable long-term performance, and lower variability than INVOS. It has also detected statistically significant differences during VOTs and detected hemodynamic impairment in ICU patients ( n = 100 ) compared with healthy volunteers ( n = 37 ).

Conclusions: hDOS performed well in both bench and clinical settings, offering a unique combination of parameters in a fully automated, self-contained platform.

意义:混合漫射光学系统(hDOS)是一个全自动平台,旨在使先进的光学监测更接近临床实践。许多现有系统缺乏自动化、多参数输出和操作员独立性,限制了它们在重症监护等苛刻环境中的使用。hDOS集成了时域近红外光谱、漫射相关光谱和脉搏血氧仪来评估组织氧合和灌注。虽然最初是在血管闭塞测试的背景下开发的,但其模块化设计使其适用于更广泛的应用,包括创伤,手术,麻醉和健康受试者的研究。目的:旨在设计和验证hDOS,重点关注临床和研究环境中外周微血管监测的精度、可重复性和可用性。方法:验证包括测试-重测试测量,在重症监护室进行7个月的临床部署,并与商业连续波NIRS设备(INVOS 5100C)进行比较。结果:该设备经过了广泛的验证,在~ 150次测量过程中累计使用超过200小时。与INVOS相比,该系统具有较高的精度(复测CV为1.2%,灌注CV为13%)、稳定的长期性能和较低的变异性。与健康志愿者(n = 37)相比,ICU患者(n = 100)在vot和血流动力学损伤方面也有统计学意义的差异。结论:hDOS在实验室和临床环境中都表现良好,在一个全自动、独立的平台上提供了独特的参数组合。
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引用次数: 0
Evaluation of skin pigmentation effect on photoplethysmography signals using a vascular finger phantom with tunable optical and mechanical properties. 利用具有可调光学和机械特性的血管指模评估皮肤色素沉着对光容积脉搏波信号的影响。
IF 2.9 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-01 Epub Date: 2025-11-25 DOI: 10.1117/1.JBO.30.11.117002
Laura Osorio-Sanchez, James M May, Panicos Kyriacou

Significance: Photoplethysmography (PPG) is a widely used optical technique for the noninvasive monitoring of cardiovascular parameters. However, its accuracy may be affected by variations in skin pigmentation due to the strong absorption properties of melanin, particularly at visible wavelengths.

Aim: We aimed to investigate how skin tone influences PPG signal signals by developing a pulsatile vascular finger phantom with interchangeable skin layers, characterizing their optical properties across green, red, and infrared wavelengths and evaluating their impact on PPG signal features.

Approach: The finger phantom included three optically characterized, interchangeable skin layers representing pale, medium, and dark tones, as well as a custom-made silicone vessel embedded in an anatomically and mechanically characterized structure. PPG signals were recorded in reflectance mode using a custom-made finger clip probe in an in vitro cardiovascular system. Signal features, including signal-to-noise ratio, peak-to-peak amplitude, and area under the curve, were analyzed.

Results: Analysis revealed statistically significant differences ( p < 0.001 ) between skin tones, with signal degradation increasing with skin pigmentation.

Conclusions: These findings suggest there is a measurable impact of skin pigmentation on the PPG signal and highlight the need for further research to improve the equity of light-based sensing technologies across all populations. We provide an advancement for future work in developing in vitro models to assess optical sensing performance across diverse skin tones.

意义:光容积脉搏波(PPG)是一种广泛应用于无创心血管参数监测的光学技术。然而,由于黑色素的强吸收特性,特别是在可见光波段,其准确性可能会受到皮肤色素沉着变化的影响。目的:我们旨在研究肤色如何影响PPG信号信号,通过开发具有可互换皮肤层的脉动血管手指假体,表征其在绿色,红色和红外波段的光学特性,并评估其对PPG信号特征的影响。方法:手指假体包括三个光学特征,可互换的皮肤层,代表苍白,中等和深色色调,以及嵌入解剖和机械特征结构的定制硅胶血管。在体外心血管系统中使用定制的手指夹探针以反射模式记录PPG信号。分析了信号特征,包括信噪比、峰峰幅值和曲线下面积。结果:分析显示肤色之间的差异有统计学意义(p 0.001),随着皮肤色素沉着,信号退化增加。结论:这些发现表明,皮肤色素沉着对PPG信号有可测量的影响,并强调需要进一步研究以提高所有人群中基于光的传感技术的公平性。我们为未来开发体外模型以评估不同肤色的光学传感性能的工作提供了进展。
{"title":"Evaluation of skin pigmentation effect on photoplethysmography signals using a vascular finger phantom with tunable optical and mechanical properties.","authors":"Laura Osorio-Sanchez, James M May, Panicos Kyriacou","doi":"10.1117/1.JBO.30.11.117002","DOIUrl":"10.1117/1.JBO.30.11.117002","url":null,"abstract":"<p><strong>Significance: </strong>Photoplethysmography (PPG) is a widely used optical technique for the noninvasive monitoring of cardiovascular parameters. However, its accuracy may be affected by variations in skin pigmentation due to the strong absorption properties of melanin, particularly at visible wavelengths.</p><p><strong>Aim: </strong>We aimed to investigate how skin tone influences PPG signal signals by developing a pulsatile vascular finger phantom with interchangeable skin layers, characterizing their optical properties across green, red, and infrared wavelengths and evaluating their impact on PPG signal features.</p><p><strong>Approach: </strong>The finger phantom included three optically characterized, interchangeable skin layers representing pale, medium, and dark tones, as well as a custom-made silicone vessel embedded in an anatomically and mechanically characterized structure. PPG signals were recorded in reflectance mode using a custom-made finger clip probe in an <i>in vitro</i> cardiovascular system. Signal features, including signal-to-noise ratio, peak-to-peak amplitude, and area under the curve, were analyzed.</p><p><strong>Results: </strong>Analysis revealed statistically significant differences ( <math><mrow><mi>p</mi> <mo><</mo> <mn>0.001</mn></mrow> </math> ) between skin tones, with signal degradation increasing with skin pigmentation.</p><p><strong>Conclusions: </strong>These findings suggest there is a measurable impact of skin pigmentation on the PPG signal and highlight the need for further research to improve the equity of light-based sensing technologies across all populations. We provide an advancement for future work in developing <i>in vitro</i> models to assess optical sensing performance across diverse skin tones.</p>","PeriodicalId":15264,"journal":{"name":"Journal of Biomedical Optics","volume":"30 11","pages":"117002"},"PeriodicalIF":2.9,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12646468/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145633662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparison of diffuse correlation spectroscopy analytical models for cerebral blood flow measurements. 脑血流测量漫射相关光谱分析模型的比较。
IF 2.9 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-01 Epub Date: 2025-11-12 DOI: 10.1117/1.JBO.30.11.115002
Mingliang Pan, Quan Wang, Yuanzhe Zhang, David Day-Uei Li

Significance: Although multi-layer diffuse correlation spectroscopy (DCS) analytical models have been proposed to reduce contamination from superficial signals when probing cerebral blood flow index (CBFi), a comprehensive comparison and clear guidance for model selection remain lacking. This report aims to address this gap.

Aim: We aim to systematically compare three DCS analytical models: the semi-infinite, two-layer, and three-layer models, with a focus on their fundamental differences, data processing approaches, and the accuracy and reliability of CBFi estimation. We also provide practical recommendations for selecting the most appropriate model based on specific application scenarios to support researchers in applying DCS effectively.

Approach: Experimental data were generated by simulating a four-layer slab head model using the Monte Carlo eXtreme toolkit. We evaluated various fitting strategies for three DCS models: early time lag range (ETLR) fitting with or without treating the coherence factor β as a fitting parameter for the semi-infinite model, single-distance (SD) and multi-distance (MD) fitting for the two- and three-layer models. We then compared their performance in terms of CBF sensitivity, recovery of relative CBFi (rCBFi) changes, accuracy of absolute CBFi estimates across different source-to-detector separations ( ρ = 20 , 25, 30, and 35 mm), ability to separate the crosstalk from extracerebral layers [scalp BFi (SBFi), and skull BFi (BBFi)], sensitivity to parameter assumption errors, and time-to-result, using the respective optimal fitting strategies for each model.

Results: The optimal fitting methods for estimating CBFi are ETLR fitting with a constant β for the semi-infinite model, SD fitting with β fixed for the two-layer model, and MD fitting for the three-layer model. The two-layer and three-layer models exhibit enhanced CBFi sensitivity, approaching 100%, compared with 36.8% for the semi-infinite model at ρ = 30    mm . The semi-infinite model is suitable only for rCBFi recovery at a larger ρ ( 30    mm ). In contrast, the two-layer model is appropriate for both CBFi and rCBFi recovery across all tested ρ values (20, 25, 30, and 35 mm in this work), although its robustness declines as ρ increases. The three-layer model enables simultaneous recovering of CBFi, SBFi, and rCBFi. Among these, the two-layer model is the most effective at mitigating the influence of extracerebral BFi, whereas CBFi estimates from the semi-inf

意义:虽然已经提出了多层漫射相关光谱(DCS)分析模型,以减少探测脑血流指数(CBFi)时表面信号的污染,但仍缺乏全面的比较和明确的模型选择指导。本报告旨在弥补这一差距。目的:我们旨在系统地比较三种DCS分析模型:半无限、两层和三层模型,重点关注它们的基本区别、数据处理方法以及CBFi估计的准确性和可靠性。我们还提供了根据具体应用场景选择最合适模型的实用建议,以支持研究人员有效地应用DCS。方法:利用Monte Carlo eXtreme工具包模拟四层板坯头模型生成实验数据。我们评估了三种DCS模型的各种拟合策略:半无限模型的早期滞后范围(ETLR)拟合,使用或不使用相干因子β作为拟合参数;两层和三层模型的单距离(SD)和多距离(MD)拟合。然后,我们比较了它们在CBF灵敏度、相对CBFi (rCBFi)变化的恢复、不同源到检测器分离(ρ = 20、25、30和35 mm)下绝对CBFi估计的准确性、从脑外层分离串音的能力[头皮BFi (SBFi)和颅骨BFi (BBFi)]、对参数假设误差的敏感性以及对结果的时间等方面的性能,并对每个模型使用各自的最佳拟合策略。结果:估计CBFi的最佳拟合方法是半无限模型的恒定β的ETLR拟合,两层模型的固定β的SD拟合,三层模型的MD拟合。两层和三层模型表现出增强的CBFi灵敏度,接近100%,而半无限模型在ρ = 30 mm时为36.8%。半无限模型只适用于ρ较大(≥30 mm)时的rCBFi回收。相比之下,两层模型适用于所有测试的ρ值(20、25、30和35 mm)的CBFi和rCBFi恢复,尽管其稳健性随着ρ的增加而下降。三层模型可以同时恢复CBFi、SBFi和rCBFi。其中,二层模型在减轻脑外BFi的影响方面最有效,而半无限和三层模型的CBFi估计值仍然受到SBFi和BBFi变化的影响。假设模型参数中的错误对所有模型的rCBFi恢复影响最小。在计算效率方面,半无限模型处理500个数据样本只需要0.38秒,显示了实时rCBFi推断的潜力。相比之下,两层和三层模型所需的处理时间要长得多,分别为9502.18秒和35,099.34秒。结论:通过对三种DCS分析模型的系统比较,表明多层模型相对于半无限模型更能降低浅层组织的影响,从而提高CBFi和rCBFi的灵敏度。我们评估了各种拟合策略,除了为每个模型推荐最佳方法之外,我们还根据具体目标、实验条件和数据分析要求提供了选择最合适模型的实用指导。我们相信我们为该领域的研究人员提供了有价值的参考,支持明智的模型选择,并突出了有效应用DCS分析模型的关键考虑因素。
{"title":"Comparison of diffuse correlation spectroscopy analytical models for cerebral blood flow measurements.","authors":"Mingliang Pan, Quan Wang, Yuanzhe Zhang, David Day-Uei Li","doi":"10.1117/1.JBO.30.11.115002","DOIUrl":"10.1117/1.JBO.30.11.115002","url":null,"abstract":"<p><strong>Significance: </strong>Although multi-layer diffuse correlation spectroscopy (DCS) analytical models have been proposed to reduce contamination from superficial signals when probing cerebral blood flow index (CBFi), a comprehensive comparison and clear guidance for model selection remain lacking. This report aims to address this gap.</p><p><strong>Aim: </strong>We aim to systematically compare three DCS analytical models: the semi-infinite, two-layer, and three-layer models, with a focus on their fundamental differences, data processing approaches, and the accuracy and reliability of CBFi estimation. We also provide practical recommendations for selecting the most appropriate model based on specific application scenarios to support researchers in applying DCS effectively.</p><p><strong>Approach: </strong>Experimental data were generated by simulating a four-layer slab head model using the Monte Carlo eXtreme toolkit. We evaluated various fitting strategies for three DCS models: early time lag range (ETLR) fitting with or without treating the coherence factor <math><mrow><mi>β</mi></mrow> </math> as a fitting parameter for the semi-infinite model, single-distance (SD) and multi-distance (MD) fitting for the two- and three-layer models. We then compared their performance in terms of CBF sensitivity, recovery of relative CBFi (rCBFi) changes, accuracy of absolute CBFi estimates across different source-to-detector separations ( <math><mrow><mi>ρ</mi> <mo>=</mo> <mn>20</mn></mrow> </math> , 25, 30, and 35 mm), ability to separate the crosstalk from extracerebral layers [scalp BFi (SBFi), and skull BFi (BBFi)], sensitivity to parameter assumption errors, and time-to-result, using the respective optimal fitting strategies for each model.</p><p><strong>Results: </strong>The optimal fitting methods for estimating CBFi are ETLR fitting with a constant <math><mrow><mi>β</mi></mrow> </math> for the semi-infinite model, SD fitting with <math><mrow><mi>β</mi></mrow> </math> fixed for the two-layer model, and MD fitting for the three-layer model. The two-layer and three-layer models exhibit enhanced CBFi sensitivity, approaching 100%, compared with 36.8% for the semi-infinite model at <math><mrow><mi>ρ</mi> <mo>=</mo> <mn>30</mn> <mtext>  </mtext> <mi>mm</mi></mrow> </math> . The semi-infinite model is suitable only for rCBFi recovery at a larger <math><mrow><mi>ρ</mi></mrow> </math> ( <math><mrow><mo>≥</mo> <mn>30</mn> <mtext>  </mtext> <mi>mm</mi></mrow> </math> ). In contrast, the two-layer model is appropriate for both CBFi and rCBFi recovery across all tested <math><mrow><mi>ρ</mi></mrow> </math> values (20, 25, 30, and 35 mm in this work), although its robustness declines as <math><mrow><mi>ρ</mi></mrow> </math> increases. The three-layer model enables simultaneous recovering of CBFi, SBFi, and rCBFi. Among these, the two-layer model is the most effective at mitigating the influence of extracerebral BFi, whereas CBFi estimates from the semi-inf","PeriodicalId":15264,"journal":{"name":"Journal of Biomedical Optics","volume":"30 11","pages":"115002"},"PeriodicalIF":2.9,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12617376/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145540773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of image preprocessing on dermatological OCTA vessel segmentation: a DERMA-OCTA study. 图像预处理对皮肤OCTA血管分割的影响:一项DERMA-OCTA研究。
IF 2.9 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-01 Epub Date: 2025-11-24 DOI: 10.1117/1.JBO.30.11.116005
Giulia Rotunno, Massimo Salvi, Julia Deinsberger, Lisa Krainz, Lukasz Bugyi, Benedikt Weber, Christoph Sinz, Harald Kittler, Leopold Schmetterer, Wolfgang Drexler, Mengyang Liu, Kristen M Meiburger

Significance: Optical coherence tomography angiography (OCTA) offers dye-free, three-dimensional views of skin microvasculature, yet progress in developing reliable and quantitative solutions for vessel architecture analysis is slowed by heterogeneous preprocessing practices, scarce annotated data, and limited evaluation metrics.

Aim: We assess how typical OCTA preprocessing steps influence the accuracy of deep learning vessel segmentation, and we identify network designs and metrics best suited to OCTA dermatological data.

Approach: Experiments use the open DERMA-OCTA dataset containing 330 volumes from different skin conditions; each volume is additionally provided in five progressively pre-processed versions: original, Bscan normalization, projection artifact attenuation, contrast enhancement, and vesselness filtering. Segmentation is performed with representative 2D and 3D deep learning approaches. Besides standard segmentation metrics, evaluation includes the connectivity-area-length index, which proved particularly effective for assessing dermatological vessel segmentation.

Results: The analysis shows that Bscan normalization, projection artifact attenuation, and contrast enhancement incrementally improve segmentation accuracy, whereas vesselness enhancement can impair segmentation performance. Among the tested architectures, 2D models achieved the highest segmentation performance, although 3D approaches proved more effective for deeper tissue layers. Testing across different pathologies revealed challenges in model generalization to varied vascular patterns.

Conclusions: Combining 2D and 3D models and using topology-aware indices provide a full, clinically relevant evaluation of algorithm performance.

意义:光学相干断层扫描血管造影(OCTA)提供了无染料的皮肤微血管三维视图,然而,由于预处理方法不一致,缺乏注释数据和有限的评估指标,在开发可靠和定量的血管结构分析解决方案方面进展缓慢。目的:我们评估了典型的OCTA预处理步骤如何影响深度学习血管分割的准确性,并确定了最适合OCTA皮肤病学数据的网络设计和指标。方法:实验使用开放的DERMA-OCTA数据集,其中包含来自不同皮肤状况的330个体积;每个卷另外提供了五个渐进的预处理版本:原始,Bscan规范化,投影伪影衰减,对比度增强和血管滤波。使用代表性的2D和3D深度学习方法进行分割。除了标准分割指标外,评估还包括连通性-面积-长度指数,该指数被证明对评估皮肤血管分割特别有效。结果:分析表明,Bscan归一化、投影伪影衰减和对比度增强可以逐步提高分割精度,而血管度增强会损害分割性能。在测试的架构中,2D模型获得了最高的分割性能,尽管3D方法被证明对更深的组织层更有效。不同病理的测试揭示了模型泛化到不同血管模式的挑战。结论:结合二维和三维模型,并使用拓扑感知指数,可以对算法性能进行全面、临床相关的评估。
{"title":"Impact of image preprocessing on dermatological OCTA vessel segmentation: a DERMA-OCTA study.","authors":"Giulia Rotunno, Massimo Salvi, Julia Deinsberger, Lisa Krainz, Lukasz Bugyi, Benedikt Weber, Christoph Sinz, Harald Kittler, Leopold Schmetterer, Wolfgang Drexler, Mengyang Liu, Kristen M Meiburger","doi":"10.1117/1.JBO.30.11.116005","DOIUrl":"10.1117/1.JBO.30.11.116005","url":null,"abstract":"<p><strong>Significance: </strong>Optical coherence tomography angiography (OCTA) offers dye-free, three-dimensional views of skin microvasculature, yet progress in developing reliable and quantitative solutions for vessel architecture analysis is slowed by heterogeneous preprocessing practices, scarce annotated data, and limited evaluation metrics.</p><p><strong>Aim: </strong>We assess how typical OCTA preprocessing steps influence the accuracy of deep learning vessel segmentation, and we identify network designs and metrics best suited to OCTA dermatological data.</p><p><strong>Approach: </strong>Experiments use the open DERMA-OCTA dataset containing 330 volumes from different skin conditions; each volume is additionally provided in five progressively pre-processed versions: original, Bscan normalization, projection artifact attenuation, contrast enhancement, and vesselness filtering. Segmentation is performed with representative 2D and 3D deep learning approaches. Besides standard segmentation metrics, evaluation includes the connectivity-area-length index, which proved particularly effective for assessing dermatological vessel segmentation.</p><p><strong>Results: </strong>The analysis shows that Bscan normalization, projection artifact attenuation, and contrast enhancement incrementally improve segmentation accuracy, whereas vesselness enhancement can impair segmentation performance. Among the tested architectures, 2D models achieved the highest segmentation performance, although 3D approaches proved more effective for deeper tissue layers. Testing across different pathologies revealed challenges in model generalization to varied vascular patterns.</p><p><strong>Conclusions: </strong>Combining 2D and 3D models and using topology-aware indices provide a full, clinically relevant evaluation of algorithm performance.</p>","PeriodicalId":15264,"journal":{"name":"Journal of Biomedical Optics","volume":"30 11","pages":"116005"},"PeriodicalIF":2.9,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12643383/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145604267","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hyperspectral and machine-learning-based classification of ischemic intestinal tissue. 基于缺血肠组织的高光谱和机器学习分类。
IF 2.9 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-01 Epub Date: 2025-10-31 DOI: 10.1117/1.JBO.30.11.116001
Valery V Shupletsov, Ilya A Goryunov, Nikita A Adamenkov, Andrian V Mamoshin, Elena V Potapova, Andrey V Dunaev, Viktor V Dremin

Significance: Accurate intraoperative assessment of intestinal tissue viability is critical in determining the extent of resection in cases of intestinal ischemia. Current evaluation methods are largely subjective and lack the precision required for reliable decision-making during surgery.

Aim: We aim to develop and validate a hyperspectral imaging (HSI) system combined with machine learning (ML) to objectively assess intestinal wall viability and differentiate between reversible and irreversible ischemia.

Approach: A portable HSI system was used to acquire spectral data from rat models with induced intestinal ischemia at different time points (1, 6, and 12 h). Tissue oxygen saturation was calculated using a two-wavelength algorithm. Spectral data were classified using an ML pipeline based on principal component analysis (PCA) and the XGBoost algorithm, trained on histologically validated tissue classes.

Results: Tissue saturation decreased with prolonged ischemia (from 66% in healthy tissue to 21% after 12 h). Classification accuracy using PCA features reached 98% for intact tissue, 95% for possibly reversible ischemia, and 97% for irreversible ischemia. Classification maps closely matched tissue saturation distributions and histological findings. Initial clinical testing confirmed the system's sensitivity to ischemic changes in human subjects, although further training on human data is required for ML application.

Conclusions: HSI combined with ML provides an effective, non-invasive tool for real-time intraoperative assessment of intestinal viability. This approach improves the objectivity of surgical decision-making and may reduce unnecessary resections.

意义:术中准确评估肠组织活力是确定肠缺血切除程度的关键。目前的评估方法在很大程度上是主观的,缺乏手术中可靠决策所需的精度。目的:开发并验证结合机器学习(ML)的高光谱成像(HSI)系统,以客观评估肠壁活力,区分可逆性和不可逆性缺血。方法:采用便携式HSI系统获取诱导肠缺血大鼠模型在不同时间点(1、6、12 h)的光谱数据。采用双波长算法计算组织氧饱和度。光谱数据使用基于主成分分析(PCA)和XGBoost算法的ML管道进行分类,并根据组织学验证的组织类别进行训练。结果:组织饱和度随缺血时间延长而降低(从健康组织的66%降至12 h后的21%)。使用PCA特征对完整组织的分类准确率为98%,对可能可逆缺血的分类准确率为95%,对不可逆缺血的分类准确率为97%。分类图与组织饱和度分布和组织学结果密切匹配。最初的临床测试证实了该系统对人类受试者的缺血变化的敏感性,尽管ML应用需要对人类数据进行进一步的培训。结论:HSI联合ML为术中实时评估肠道活力提供了一种有效、无创的工具。这种方法提高了手术决策的客观性,并可减少不必要的切除。
{"title":"Hyperspectral and machine-learning-based classification of ischemic intestinal tissue.","authors":"Valery V Shupletsov, Ilya A Goryunov, Nikita A Adamenkov, Andrian V Mamoshin, Elena V Potapova, Andrey V Dunaev, Viktor V Dremin","doi":"10.1117/1.JBO.30.11.116001","DOIUrl":"10.1117/1.JBO.30.11.116001","url":null,"abstract":"<p><strong>Significance: </strong>Accurate intraoperative assessment of intestinal tissue viability is critical in determining the extent of resection in cases of intestinal ischemia. Current evaluation methods are largely subjective and lack the precision required for reliable decision-making during surgery.</p><p><strong>Aim: </strong>We aim to develop and validate a hyperspectral imaging (HSI) system combined with machine learning (ML) to objectively assess intestinal wall viability and differentiate between reversible and irreversible ischemia.</p><p><strong>Approach: </strong>A portable HSI system was used to acquire spectral data from rat models with induced intestinal ischemia at different time points (1, 6, and 12 h). Tissue oxygen saturation was calculated using a two-wavelength algorithm. Spectral data were classified using an ML pipeline based on principal component analysis (PCA) and the XGBoost algorithm, trained on histologically validated tissue classes.</p><p><strong>Results: </strong>Tissue saturation decreased with prolonged ischemia (from 66% in healthy tissue to 21% after 12 h). Classification accuracy using PCA features reached 98% for intact tissue, 95% for possibly reversible ischemia, and 97% for irreversible ischemia. Classification maps closely matched tissue saturation distributions and histological findings. Initial clinical testing confirmed the system's sensitivity to ischemic changes in human subjects, although further training on human data is required for ML application.</p><p><strong>Conclusions: </strong>HSI combined with ML provides an effective, non-invasive tool for real-time intraoperative assessment of intestinal viability. This approach improves the objectivity of surgical decision-making and may reduce unnecessary resections.</p>","PeriodicalId":15264,"journal":{"name":"Journal of Biomedical Optics","volume":"30 11","pages":"116001"},"PeriodicalIF":2.9,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12578356/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145431737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Biomedical Optics
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