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Laser-Treated Surfaces for VADs: From Inert Titanium to Potential Biofunctional Materials. VADs的激光处理表面:从惰性钛到潜在的生物功能材料。
Q1 ENGINEERING, BIOMEDICAL Pub Date : 2022-07-13 eCollection Date: 2022-01-01 DOI: 10.34133/2022/9782562
Eduardo Bock, Wilhelm Pfleging, Dayane Tada, Erenilda Macedo, Nathalia Premazzi, Rosa Sá, Juliana Solheid, Heino Besser, Aron Andrade

Objective. Laser-treated surfaces for ventricular assist devices. Impact Statement. This work has scientific impact since it proposes a biofunctional surface created with laser processing in bioinert titanium. Introduction. Cardiovascular diseases are the world's leading cause of death. An especially debilitating heart disease is congestive heart failure. Among the possible therapies, heart transplantation and mechanical circulatory assistance are the main treatments for its severe form at a more advanced stage. The development of biomaterials for ventricular assist devices is still being carried out. Although polished titanium is currently employed in several devices, its performance could be improved by enhancing the bioactivity of its surface. Methods. Aiming to improve the titanium without using coatings that can be detached, this work presents the formation of laser-induced periodic surface structures with a topology suitable for cell adhesion and neointimal tissue formation. The surface was modified by femtosecond laser ablation and cell adhesion was evaluated in vitro by using fibroblast cells. Results. The results indicate the formation of the desired topology, since the cells showed the appropriate adhesion compared to the control group. Scanning electron microscopy showed several positive characteristics in the cells shape and their surface distribution. The in vitro results obtained with different topologies point that the proposed LIPSS would provide enhanced cell adhesion and proliferation. Conclusion. The laser processes studied can create new interactions in biomaterials already known and improve the performance of biomaterials for use in ventricular assist devices.

客观的心室辅助装置的激光处理表面。影响声明。这项工作具有科学影响力,因为它提出了一种在生物惰性钛中通过激光处理创造的生物功能表面。介绍心血管疾病是世界上主要的死亡原因。充血性心力衰竭是一种特别使人衰弱的心脏病。在可能的治疗方法中,心脏移植和机械循环辅助是治疗晚期严重疾病的主要方法。用于心室辅助装置的生物材料的开发仍在进行中。尽管抛光钛目前被用于多种设备,但可以通过提高其表面的生物活性来提高其性能。方法。为了在不使用可分离涂层的情况下改善钛,本工作提出了激光诱导的周期性表面结构的形成,该结构具有适合细胞粘附和新生内膜组织形成的拓扑结构。用飞秒激光对其表面进行修饰,并用成纤维细胞在体外评估细胞粘附性。后果结果表明形成了所需的拓扑结构,因为与对照组相比,细胞显示出适当的粘附性。扫描电子显微镜显示细胞的形状和表面分布具有几个积极的特征。用不同拓扑结构获得的体外结果表明,所提出的LIPSS将提供增强的细胞粘附和增殖。结论所研究的激光工艺可以在已知的生物材料中产生新的相互作用,并提高用于心室辅助装置的生物材料的性能。
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引用次数: 1
Particle-Mediated Histotripsy for the Targeted Treatment of Intraluminal Biofilms in Catheter-Based Medical Devices. 基于导管的医疗器械中靶向治疗管腔内生物膜的粒子介导的组织切片术。
Q1 ENGINEERING, BIOMEDICAL Pub Date : 2022-07-05 eCollection Date: 2022-01-01 DOI: 10.34133/2022/9826279
Christopher Childers, Connor Edsall, Isabelle Mehochko, Waleed Mustafa, Yasemin Yuksel Durmaz, Alexander L Klibanov, Jayasimha Rao, Eli Vlaisavljevich

Objective. This paper is an initial work towards developing particle-mediated histotripsy (PMH) as a novel method of treating catheter-based medical device (CBMD) intraluminal biofilms. Impact Statement. CBMDs commonly become infected with bacterial biofilms leading to medical device failure, infection, and adverse patient outcomes. Introduction. Histotripsy is a noninvasive focused ultrasound ablation method that was recently proposed as a novel method to remove intraluminal biofilms. Here, we explore the potential of combining histotripsy with acoustically active particles to develop a PMH approach that can noninvasively remove biofilms without the need for high acoustic pressures or real-time image guidance for targeting. Methods. Histotripsy cavitation thresholds in catheters containing either gas-filled microbubbles (MBs) or fluid-filled nanocones (NCs) were determined. The ability of these particles to sustain cavitation over multiple ultrasound pulses was tested after a series of histotripsy exposures. Next, the ability of PMH to generate selective intraluminal cavitation without generating extraluminal cavitation was tested. Finally, the biofilm ablation and bactericidal capabilities of PMH were tested using both MBs and NCs. Results. PMH significantly reduced the histotripsy cavitation threshold, allowing for selective luminal cavitation for both MBs and NCs. Results further showed PMH successfully removed intraluminal biofilms in Tygon catheters. Finally, results from bactericidal experiments showed minimal reduction in bacteria viability. Conclusion. The results of this study demonstrate the potential for PMH to provide a new modality for removing bacterial biofilms from CBMDs and suggest that additional work is warranted to develop histotripsy and PMH for treatment of CBMD intraluminal biofilms.

客观的本文是开发颗粒介导的组织Tripsy(PMH)作为一种治疗基于导管的医疗器械(CBMD)管腔内生物膜的新方法的初步工作。影响声明。CBMD通常会感染细菌生物膜,导致医疗设备故障、感染和不良患者后果。介绍组织切片术是一种非侵入性聚焦超声消融方法,最近被提出作为一种去除管腔内生物膜的新方法。在这里,我们探索了将组织学与声学活性颗粒相结合的潜力,以开发一种PMH方法,该方法可以无创地去除生物膜,而无需高声压或实时图像引导进行靶向。方法。测定了含有气体填充微泡(MB)或流体填充纳米锥(NC)的导管中的组织学空化阈值。在一系列组织学暴露后,测试了这些颗粒在多个超声脉冲上维持空化的能力。接下来,测试PMH在不产生腔外空化的情况下产生选择性腔内空化的能力。最后,使用MBs和NCs测试了PMH的生物膜消融和杀菌能力。后果PMH显著降低了组织学空化阈值,允许对MB和NC进行选择性管腔空化。结果进一步表明PMH成功地去除了Tygon导管中的管腔内生物膜。最后,杀菌实验的结果显示,细菌活力的降低幅度很小。结论这项研究的结果表明,PMH有可能为去除CBMD中的细菌生物膜提供一种新的模式,并表明需要进行更多的工作来开发组织学和PMH来治疗CBMD管腔内生物膜。
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引用次数: 2
Noninvasive Low-Intensity Focused Ultrasound Mediates Tissue Protection following Ischemic Stroke. 无创低强度聚焦超声介导缺血性脑卒中后的组织保护。
Q1 ENGINEERING, BIOMEDICAL Pub Date : 2022-07-04 eCollection Date: 2022-01-01 DOI: 10.34133/2022/9864910
Alexandra M Kaloss, Lauren N Arnold, Eman Soliman, Maya Langman, Nathalie Groot, Eli Vlaisavljevich, Michelle H Theus

Objective and Impact Statement. This study examined the efficacy and safety of pulsed, low-intensity focused ultrasound (LIFU) and determined its ability to provide neuroprotection in a murine permanent middle cerebral artery occlusion (pMCAO) model. Introduction. Focused ultrasound (FUS) has emerged as a new therapeutic strategy for the treatment of ischemic stroke; however, its nonthrombolytic properties remain ill-defined. Therefore, we examined how LIFU influenced neuroprotection and vascular changes following stroke. Due to the critical role of leptomeningeal anastomoses or pial collateral vessels, in cerebral blood flow restoration and tissue protection following ischemic stroke, we also investigated their growth and remodeling. Methods. Mice were exposed to transcranial LIFU (fundamental frequency: 1.1 MHz, sonication duration: 300 ms, interstimulus interval: 3 s, pulse repetition frequency: 1 kHz, duty cycle per pulse: 50%, and peak negative pressure: -2.0 MPa) for 30 minutes following induction of pMCAO and then evaluated for infarct volume, blood-brain barrier (BBB) disruption, and pial collateral remodeling at 24 hrs post-pMCAO. Results. We found significant neuroprotection in mice exposed to LIFU compared to mock treatment. These findings correlated with a reduced area of IgG deposition in the cerebral cortex, suggesting attenuation of BBB breakdown under LIFU conditions. We also observed increased diameter of CD31-postive microvessels in the ischemic cortex. We observed no significant difference in pial collateral vessel size between FUS and mock treatment at 24 hrs post-pMCAO. Conclusion. Our data suggests that therapeutic use of LIFU may induce protection through microvascular remodeling that is not related to its thrombolytic activity.

目标和影响声明。本研究检测了脉冲低强度聚焦超声(LIFU)的有效性和安全性,并确定了其在小鼠永久性大脑中动脉闭塞(pMCAO)模型中提供神经保护的能力。介绍聚焦超声(FUS)已成为治疗缺血性脑卒中的一种新的治疗策略;然而,它的非促变色特性仍不明确。因此,我们研究了LIFU如何影响脑卒中后的神经保护和血管变化。由于软脑膜吻合或软脑膜侧支血管在缺血性卒中后脑血流恢复和组织保护中的关键作用,我们还研究了它们的生长和重塑。方法。小鼠暴露于经颅LIFU(基频:1.1 MHz,超声持续时间:300 ms,间隙间隔:3 s、 脉冲重复频率:1 kHz,每脉冲占空比:50%,峰值负压:-2.0 MPa)在pMCAO诱导后30分钟,然后在24时评估梗死体积、血脑屏障(BBB)破坏和软脑膜侧支重塑 pMCAO后小时。后果我们发现,与模拟治疗相比,暴露于LIFU的小鼠具有显著的神经保护作用。这些发现与大脑皮层IgG沉积面积减少有关,表明在LIFU条件下血脑屏障破坏减弱。我们还观察到缺血皮质中CD31阳性微血管的直径增加。我们在24岁时观察到FUS和模拟治疗之间的软脑膜侧支血管大小没有显著差异 pMCAO后小时。结论我们的数据表明,LIFU的治疗应用可能通过微血管重塑诱导保护,而微血管重塑与其溶栓活性无关。
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引用次数: 0
Three-Dimensional Shear Wave Elastography Using a 2D Row Column Addressing (RCA) Array. 使用2D行-列寻址(RCA)阵列的三维剪切波弹性成像。
Q1 ENGINEERING, BIOMEDICAL Pub Date : 2022-07-04 eCollection Date: 2022-01-01 DOI: 10.34133/2022/9879632
Zhijie Dong, Jihun Kim, Chengwu Huang, Matthew R Lowerison, U-Wai Lok, Shigao Chen, Pengfei Song

Objective. To develop a 3D shear wave elastography (SWE) technique using a 2D row column addressing (RCA) array, with either external vibration or acoustic radiation force (ARF) as the shear wave source. Impact Statement. The proposed method paves the way for clinical translation of 3D SWE based on the 2D RCA, providing a low-cost and high volume rate solution that is compatible with existing clinical systems. Introduction. SWE is an established ultrasound imaging modality that provides a direct and quantitative assessment of tissue stiffness, which is significant for a wide range of clinical applications including cancer and liver fibrosis. SWE requires high frame rate imaging for robust shear wave tracking. Due to the technical challenges associated with high volume rate imaging in 3D, current SWE techniques are typically confined to 2D. Advancing SWE from 2D to 3D is significant because of the heterogeneous nature of tissue, which demands 3D imaging for accurate and comprehensive evaluation. Methods. A 3D SWE method using a RCA array was developed with a volume rate up to 2000 Hz. The performance of the proposed method was systematically evaluated on tissue-mimicking elasticity phantoms and in an in vivo case study. Results. 3D shear wave motion induced by either external vibration or ARF was successfully detected with the proposed method. Robust 3D shear wave speed maps were reconstructed for phantoms and in vivo. Conclusion. The high volume rate 3D imaging provided by the 2D RCA array provides a robust and practical solution for 3D SWE with a clear pathway for future clinical translation.

客观的使用二维行列寻址(RCA)阵列,以外部振动或声辐射力(ARF)作为剪切波源,开发三维剪切波弹性成像(SWE)技术。影响声明。所提出的方法为基于2D RCA的3D SWE的临床翻译铺平了道路,提供了一种与现有临床系统兼容的低成本、高容量率的解决方案。介绍SWE是一种已建立的超声成像模式,可直接定量评估组织硬度,这对包括癌症和肝纤维化在内的广泛临床应用具有重要意义。SWE需要高帧率成像以实现稳健的剪切波跟踪。由于与3D中的高体积率成像相关的技术挑战,当前的SWE技术通常局限于2D。由于组织的异质性,将SWE从2D推进到3D具有重要意义,这需要3D成像来进行准确和全面的评估。方法。开发了一种使用RCA阵列的3D SWE方法,体积率高达2000 赫兹。在模拟组织弹性体模和体内案例研究中,系统地评估了所提出方法的性能。后果该方法成功地探测到了由外部振动或ARF引起的三维剪切波运动。针对体模和体内重建了稳健的3D剪切波速度图。结论2D RCA阵列提供的高体积率3D成像为3D SWE提供了一个稳健而实用的解决方案,为未来的临床翻译提供了清晰的途径。
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引用次数: 0
Virtual Staining, Segmentation, and Classification of Blood Smears for Label-Free Hematology Analysis. 用于无标记血液学分析的血液涂片的虚拟染色、分割和分类。
IF 5 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2022-07-01 eCollection Date: 2022-01-01 DOI: 10.34133/2022/9853606
Nischita Kaza, Ashkan Ojaghi, Francisco E Robles

Objective and Impact Statement. We present a fully automated hematological analysis framework based on single-channel (single-wavelength), label-free deep-ultraviolet (UV) microscopy that serves as a fast, cost-effective alternative to conventional hematology analyzers. Introduction. Hematological analysis is essential for the diagnosis and monitoring of several diseases but requires complex systems operated by trained personnel, costly chemical reagents, and lengthy protocols. Label-free techniques eliminate the need for staining or additional preprocessing and can lead to faster analysis and a simpler workflow. In this work, we leverage the unique capabilities of deep-UV microscopy as a label-free, molecular imaging technique to develop a deep learning-based pipeline that enables virtual staining, segmentation, classification, and counting of white blood cells (WBCs) in single-channel images of peripheral blood smears. Methods. We train independent deep networks to virtually stain and segment grayscale images of smears. The segmented images are then used to train a classifier to yield a quantitative five-part WBC differential. Results. Our virtual staining scheme accurately recapitulates the appearance of cells under conventional Giemsa staining, the gold standard in hematology. The trained cellular and nuclear segmentation networks achieve high accuracy, and the classifier can achieve a quantitative five-part differential on unseen test data. Conclusion. This proposed automated hematology analysis framework could greatly simplify and improve current complete blood count and blood smear analysis and lead to the development of a simple, fast, and low-cost, point-of-care hematology analyzer.

目标和影响声明。我们提出了一种基于单通道(单波长)、无标签深紫外(UV)显微镜的全自动血液学分析框架,该框架是传统血液学分析仪的快速、经济高效的替代方案。介绍血液学分析对于几种疾病的诊断和监测至关重要,但需要由训练有素的人员操作的复杂系统、昂贵的化学试剂和冗长的协议。无标签技术消除了染色或额外预处理的需要,可以实现更快的分析和更简单的工作流程。在这项工作中,我们利用深紫外显微镜作为一种无标记的分子成像技术的独特能力,开发了一种基于深度学习的管道,可以在外周血涂片的单通道图像中对白细胞(WBC)进行虚拟染色、分割、分类和计数。方法。我们训练独立的深度网络来对涂抹的灰度图像进行虚拟染色和分割。然后使用分割的图像来训练分类器以产生定量的五部分WBC微分。后果我们的虚拟染色方案准确地再现了传统吉姆萨染色(血液学的金标准)下细胞的外观。经过训练的细胞和核分割网络实现了高精度,分类器可以对看不见的测试数据实现定量的五部分差分。结论这种提出的自动化血液学分析框架可以极大地简化和改进目前的全血计数和血液涂片分析,并导致开发一种简单、快速、低成本的护理点血液学分析仪。
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引用次数: 0
Endoscopic Coregistered Ultrasound Imaging and Precision Histotripsy: Initial In Vivo Evaluation. 内窥镜配准超声成像和精确组织切片术:初步体内评估。
Q1 ENGINEERING, BIOMEDICAL Pub Date : 2022-07-01 eCollection Date: 2022-01-01 DOI: 10.34133/2022/9794321
Thomas G Landry, Jessica Gannon, Eli Vlaisavljevich, Matthew G Mallay, Jeffrey K Woodacre, Sidney Croul, James P Fawcett, Jeremy A Brown

Objective. Initial performance evaluation of a system for simultaneous high-resolution ultrasound imaging and focused mechanical submillimeter histotripsy ablation in rat brains. Impact Statement. This study used a novel combination of high-resolution imaging and histotripsy in an endoscopic form. This would provide neurosurgeons with unprecedented accuracy in targeting and executing nonthermal ablations in minimally invasive surgeries. Introduction. Histotripsy is a safe and effective nonthermal focused ablation technique. However, neurosurgical applications, such as brain tumor ablation, are difficult due to the presence of the skull. Current devices are too large to use in the minimally invasive approaches surgeons prefer. We have developed a combined imaging and histotripsy endoscope to provide neurosurgeons with a new tool for this application. Methods. The histotripsy component had a 10 mm diameter, operating at 6.3 MHz. Affixed within a cutout hole in its center was a 30 MHz ultrasound imaging array. This coregistered pair was used to ablate brain tissue of anesthetized rats while imaging. Histological sections were examined, and qualitative descriptions of ablations and basic shape descriptive statistics were generated. Results. Complete ablations with submillimeter area were produced in seconds, including with a moving device. Ablation progress could be monitored in real time using power Doppler imaging, and B-mode was effective for monitoring post-ablation bleeding. Collateral damage was minimal, with a 100 μm maximum distance of cellular damage from the ablation margin. Conclusion. The results demonstrate a promising hardware suite to enable precision ablations in endoscopic procedures or fundamental preclinical research in histotripsy, neuroscience, and cancer.

客观的大鼠大脑中同时进行高分辨率超声成像和聚焦机械亚毫米组织学消融的系统的初步性能评估。影响声明。这项研究使用了一种新的内窥镜形式的高分辨率成像和组织切片相结合的方法。这将为神经外科医生在微创手术中定位和执行非热消融提供前所未有的准确性。介绍组织切片术是一种安全有效的非热聚焦消融技术。然而,由于颅骨的存在,神经外科应用,如脑瘤切除,是困难的。目前的设备太大,无法用于外科医生喜欢的微创方法。我们开发了一种结合成像和组织学的内窥镜,为神经外科医生提供了一种新的应用工具。方法。组织学成分有10 直径mm,在6.3下运行 MHz。一个30 MHz超声成像阵列。该配准对用于在成像时消融麻醉大鼠的脑组织。检查组织学切片,生成消融的定性描述和基本形状描述性统计数据。后果在几秒钟内完成了亚毫米面积的完全消融,包括使用移动设备。使用功率多普勒成像可以实时监测消融进展,B模式对监测消融后出血是有效的。附带损害很小,100 细胞损伤距离消融边缘的最大距离为μm。结论研究结果证明了一套有前景的硬件套件,可以实现内窥镜手术中的精确消融或组织学、神经科学和癌症的基础临床前研究。
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引用次数: 6
Impedance Imaging of Cells and Tissues: Design and Applications. 细胞和组织的阻抗成像:设计和应用。
Q1 ENGINEERING, BIOMEDICAL Pub Date : 2022-06-09 DOI: 10.34133/2022/9857485
Raziyeh Bounik, Fernando Cardes, Hasan Ulusan, Mario M Modena, Andreas Hierlemann

Due to their label-free and noninvasive nature, impedance measurements have attracted increasing interest in biological research. Advances in microfabrication and integrated-circuit technology have opened a route to using large-scale microelectrode arrays for real-time, high-spatiotemporal-resolution impedance measurements of biological samples. In this review, we discuss different methods and applications of measuring impedance for cell and tissue analysis with a focus on impedance imaging with microelectrode arrays in in vitro applications. We first introduce how electrode configurations and the frequency range of the impedance analysis determine the information that can be extracted. We then delve into relevant circuit topologies that can be used to implement impedance measurements and their characteristic features, such as resolution and data-acquisition time. Afterwards, we detail design considerations for the implementation of new impedance-imaging devices. We conclude by discussing future fields of application of impedance imaging in biomedical research, in particular applications where optical imaging is not possible, such as monitoring of ex vivo tissue slices or microelectrode-based brain implants.

由于其无标签和非侵入性,阻抗测量在生物学研究中引起了越来越多的兴趣。微制造和集成电路技术的进步为使用大规模微电极阵列对生物样品进行实时、高时空分辨率的阻抗测量开辟了一条途径。在这篇综述中,我们讨论了在细胞和组织分析中测量阻抗的不同方法和应用,重点是微电极阵列在体外应用中的阻抗成像。我们首先介绍了电极配置和阻抗分析的频率范围如何确定可以提取的信息。然后,我们深入研究了可用于实现阻抗测量的相关电路拓扑结构及其特征,如分辨率和数据采集时间。然后,我们详细介绍了实现新型阻抗成像器件的设计注意事项。最后,我们讨论了阻抗成像在生物医学研究中的未来应用领域,特别是光学成像不可能的应用,如体外组织切片或微电极脑植入物的监测。
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引用次数: 11
A Transparent Ultrasound Array for Real-Time Optical, Ultrasound, and Photoacoustic Imaging. 用于实时光学、超声和光声成像的透明超声阵列。
Q1 ENGINEERING, BIOMEDICAL Pub Date : 2022-06-08 eCollection Date: 2022-01-01 DOI: 10.34133/2022/9871098
Haoyang Chen, Sumit Agrawal, Mohamed Osman, Josiah Minotto, Shubham Mirg, Jinyun Liu, Ajay Dangi, Quyen Tran, Thomas Jackson, Sri-Rajasekhar Kothapalli

Objective and Impact Statement. Simultaneous imaging of ultrasound and optical contrasts can help map structural, functional, and molecular biomarkers inside living subjects with high spatial resolution. There is a need to develop a platform to facilitate this multimodal imaging capability to improve diagnostic sensitivity and specificity. Introduction. Currently, combining ultrasound, photoacoustic, and optical imaging modalities is challenging because conventional ultrasound transducer arrays are optically opaque. As a result, complex geometries are used to coalign both optical and ultrasound waves in the same field of view. Methods. One elegant solution is to make the ultrasound transducer transparent to light. Here, we demonstrate a novel transparent ultrasound transducer (TUT) linear array fabricated using a transparent lithium niobate piezoelectric material for real-time multimodal imaging. Results. The TUT-array consists of 64 elements and centered at ~6 MHz frequency. We demonstrate a quad-mode ultrasound, Doppler ultrasound, photoacoustic, and fluorescence imaging in real-time using the TUT-array directly coupled to the tissue mimicking phantoms. Conclusion. The TUT-array successfully showed a multimodal imaging capability and has potential applications in diagnosing cancer, neurological, and vascular diseases, including image-guided endoscopy and wearable imaging.

目标和影响声明。超声和光学对比度的同时成像可以帮助以高空间分辨率绘制活体内的结构、功能和分子生物标志物。需要开发一种平台来促进这种多模式成像能力,以提高诊断灵敏度和特异性。介绍目前,将超声、光声和光学成像模式相结合是具有挑战性的,因为传统的超声换能器阵列是光学不透明的。因此,复杂的几何形状被用于在同一视场中对光波和超声波进行联合。方法。一个优雅的解决方案是使超声波换能器对光透明。在这里,我们展示了一种新型透明超声换能器(TUT)线性阵列,该阵列使用透明铌酸锂压电材料制造,用于实时多模式成像。后果TUT阵列由64个元素组成,中心位于~6 MHz频率。我们使用直接耦合到组织模拟体模的TUT阵列实时演示了四模式超声、多普勒超声、光声和荧光成像。结论TUT-array成功展示了多模式成像能力,并在诊断癌症、神经和血管疾病方面具有潜在应用,包括图像引导内窥镜和可穿戴成像。
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引用次数: 0
Development of Moderate Intensity Focused Ultrasound (MIFU) for Ocular Drug Delivery. 用于眼部给药的中等强度聚焦超声(MIFU)的发展。
Q1 ENGINEERING, BIOMEDICAL Pub Date : 2022-06-08 eCollection Date: 2022-01-01 DOI: 10.34133/2022/9840678
Alejandra Gonzalez-Calle, Runze Li, Isaac Asante, Juan Carlos Martinez-Camarillo, Stan Louie, Qifa Zhou, Mark S Humayun

The purpose of this study is to develop a method for delivering antiinflammatory agents of high molecular weight (e.g., Avastin) into the posterior segment that does not require injections into the eye (i.e., intravitreal injections; IVT). Diseases affecting the posterior segment of the eye are currently treated with monthly to bimonthly intravitreal injections, which can predispose patients to severe albeit rare complications like endophthalmitis, retinal detachment, traumatic cataract, and/or increased intraocular. In this study, we show that one time moderate intensity focused ultrasound (MIFU) treatment can facilitate the penetration of large molecules across the scleral barrier, showing promising evidence that this is a viable method to deliver high molecular weight medications not invasively. To validate the efficacy of the drug delivery system, IVT injections of vascular endothelial growth factor (VEGF) were used to create an animal model of retinopathy. The creation of this model allowed us to test anti-VEGF medications and evaluate the efficacy of the treatment. In vivo testing showed that animals treated with our MIFU device improved on the retinal tortuosity and clinical dilation compared to the control group while evaluating fluorescein angiogram (FA) Images.

本研究的目的是开发一种将高分子量抗炎剂(如阿瓦斯汀)输送到后段的方法,该方法不需要注射到眼睛中(即玻璃体内注射;IVT)。目前,影响眼后段的疾病每月至两个月进行玻璃体内注射治疗,这会使患者容易出现严重但罕见的并发症,如眼内炎、视网膜脱离、外伤性白内障和/或眼内增加。在这项研究中,我们发现一次中等强度聚焦超声(MIFU)治疗可以促进大分子穿透巩膜屏障,这表明这是一种可行的方法,可以无创地提供高分子量药物。为了验证药物递送系统的疗效,使用血管内皮生长因子(VEGF)的IVT注射来创建视网膜病变的动物模型。该模型的建立使我们能够测试抗VEGF药物并评估治疗效果。体内测试表明,在评估荧光素血管造影(FA)图像时,与对照组相比,使用我们的MIFU设备治疗的动物在视网膜扭曲和临床扩张方面有所改善。
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引用次数: 2
Learning to Localize Cross-Anatomy Landmarks in X-Ray Images with a Universal Model. 学习用通用模型定位X射线图像中的交叉解剖标志。
IF 5 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2022-06-08 eCollection Date: 2022-01-01 DOI: 10.34133/2022/9765095
Heqin Zhu, Qingsong Yao, Li Xiao, S Kevin Zhou

Objective and Impact Statement. In this work, we develop a universal anatomical landmark detection model which learns once from multiple datasets corresponding to different anatomical regions. Compared with the conventional model trained on a single dataset, this universal model not only is more light weighted and easier to train but also improves the accuracy of the anatomical landmark location. Introduction. The accurate and automatic localization of anatomical landmarks plays an essential role in medical image analysis. However, recent deep learning-based methods only utilize limited data from a single dataset. It is promising and desirable to build a model learned from different regions which harnesses the power of big data. Methods. Our model consists of a local network and a global network, which capture local features and global features, respectively. The local network is a fully convolutional network built up with depth-wise separable convolutions, and the global network uses dilated convolution to enlarge the receptive field to model global dependencies. Results. We evaluate our model on four 2D X-ray image datasets totaling 1710 images and 72 landmarks in four anatomical regions. Extensive experimental results show that our model improves the detection accuracy compared to the state-of-the-art methods. Conclusion. Our model makes the first attempt to train a single network on multiple datasets for landmark detection. Experimental results qualitatively and quantitatively show that our proposed model performs better than other models trained on multiple datasets and even better than models trained on a single dataset separately.

目标和影响声明。在这项工作中,我们开发了一个通用的解剖标志检测模型,该模型从对应于不同解剖区域的多个数据集中学习一次。与在单个数据集上训练的传统模型相比,这种通用模型不仅更轻、更容易训练,而且提高了解剖标志定位的准确性。介绍解剖标志的准确和自动定位在医学图像分析中起着至关重要的作用。然而,最近基于深度学习的方法仅利用来自单个数据集的有限数据。建立一个从不同地区学习的模型,利用大数据的力量,是有希望和可取的。方法。我们的模型由局部网络和全局网络组成,分别捕获局部特征和全局特征。局部网络是由深度可分离卷积建立的完全卷积网络,全局网络使用扩张卷积来扩大感受野以对全局依赖性进行建模。后果我们在四个2D X射线图像数据集上评估了我们的模型,总共1710个图像和四个解剖区域的72个标志。大量的实验结果表明,与最先进的方法相比,我们的模型提高了检测精度。结论我们的模型首次尝试在多个数据集上训练单个网络进行地标检测。实验结果定性和定量地表明,我们提出的模型比在多个数据集上训练的其他模型表现更好,甚至比单独在单个数据集上培训的模型表现更好。
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