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Towards in-vivo assessment of fluorescence lifetime: imaging using time-gated intensified CCD camera. Biocybern Biomed Eng 2018. [DOI: 10.1016/j.bbe.2018.08.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Vaas M, Enzmann G, Perinat T, Siler U, Reichenbach J, Licha K, Kipar A, Rudin M, Engelhardt B, Klohs J. Non-invasive near-infrared fluorescence imaging of the neutrophil response in a mouse model of transient cerebral ischaemia. J Cereb Blood Flow Metab 2017; 37:2833-2847. [PMID: 27789786 PMCID: PMC5536255 DOI: 10.1177/0271678x16676825] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Near-infrared fluorescence (NIRF) imaging enables non-invasive monitoring of molecular and cellular processes in live animals. Here we demonstrate the suitability of NIRF imaging to investigate the neutrophil response in the brain after transient middle cerebral artery occlusion (tMCAO). We established procedures for ex vivo fluorescent labelling of neutrophils without affecting their activation status. Adoptive transfer of labelled neutrophils in C57BL/6 mice before surgery resulted in higher fluorescence intensities over the ischaemic hemisphere in tMCAO mice with NIRF imaging when compared with controls, corroborated by ex vivo detection of labelled neutrophils using fluorescence microscopy. NIRF imaging showed that neutrophils started to accumulate immediately after tMCAO, peaking at 18 h, and were still visible until 48 h after reperfusion. Our data revealed accumulation of neutrophils also in extracranial tissue, indicating damage in the external carotid artery territory in the tMCAO model. Antibody-mediated inhibition of α4-integrins did reduce fluorescence signals at 18 and 24, but not at 48 h after reperfusion, compared with control treatment animals. Antibody treatment reduced cerebral lesion volumes by 19%. In conclusion, the non-invasive nature of NIRF imaging allows studying the dynamics of neutrophil recruitment and its modulation by targeted interventions in the mouse brain after transient experimental cerebral ischaemia.
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Affiliation(s)
- Markus Vaas
- 1 Institute for Biomedical Engineering, ETH & University of Zurich, Zurich, Switzerland.,2 Neuroscience Center Zurich, University of Zurich and ETH Zurich, Switzerland
| | - Gaby Enzmann
- 3 Theodor Kocher Institute, University of Bern, Bern, Switzerland
| | - Therese Perinat
- 3 Theodor Kocher Institute, University of Bern, Bern, Switzerland
| | - Ulrich Siler
- 4 Division of Immunology, University Children's Hospital Zurich and Children's Research Centre, Zurich, Switzerland
| | - Janine Reichenbach
- 4 Division of Immunology, University Children's Hospital Zurich and Children's Research Centre, Zurich, Switzerland
| | - Kai Licha
- 5 Institute of Chemistry and Biochemistry, Freie Universität Berlin, Berlin, Germany
| | - Anja Kipar
- 6 Institute of Veterinary Pathology, University of Zurich, Zürich, Switzerland
| | - Markus Rudin
- 1 Institute for Biomedical Engineering, ETH & University of Zurich, Zurich, Switzerland.,2 Neuroscience Center Zurich, University of Zurich and ETH Zurich, Switzerland.,7 Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
| | | | - Jan Klohs
- 1 Institute for Biomedical Engineering, ETH & University of Zurich, Zurich, Switzerland.,2 Neuroscience Center Zurich, University of Zurich and ETH Zurich, Switzerland
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3
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Darne C, Lu Y, Sevick-Muraca EM. Small animal fluorescence and bioluminescence tomography: a review of approaches, algorithms and technology update. Phys Med Biol 2013; 59:R1-64. [PMID: 24334634 DOI: 10.1088/0031-9155/59/1/r1] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Emerging fluorescence and bioluminescence tomography approaches have several common, yet several distinct features from established emission tomographies of PET and SPECT. Although both nuclear and optical imaging modalities involve counting of photons, nuclear imaging techniques collect the emitted high energy (100-511 keV) photons after radioactive decay of radionuclides while optical techniques count low-energy (1.5-4.1 eV) photons that are scattered and absorbed by tissues requiring models of light transport for quantitative image reconstruction. Fluorescence imaging has been recently translated into clinic demonstrating high sensitivity, modest tissue penetration depth, and fast, millisecond image acquisition times. As a consequence, the promise of quantitative optical tomography as a complement of small animal PET and SPECT remains high. In this review, we summarize the different instrumentation, methodological approaches and schema for inverse image reconstructions for optical tomography, including luminescence and fluorescence modalities, and comment on limitations and key technological advances needed for further discovery research and translation.
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Wunder A, Schoknecht K, Stanimirovic DB, Prager O, Chassidim Y. Imaging blood-brain barrier dysfunction in animal disease models. Epilepsia 2013; 53 Suppl 6:14-21. [PMID: 23134491 DOI: 10.1111/j.1528-1167.2012.03698.x] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The blood-brain barrier (BBB) is a highly complex structure, which separates the extracellular fluid of the central nervous system (CNS) from the blood of CNS vessels. A wide range of neurologic conditions, including stroke, epilepsy, Alzheimer's disease, and brain tumors, are associated with perturbations of the BBB that contribute to their pathology. The common consequence of a BBB dysfunction is increased permeability, leading to extravasation of plasma constituents and vasogenic brain edema. The BBB impairment can persist for long periods, being involved in secondary inflammation and neuronal dysfunction, thus contributing to disease pathogenesis. Therefore, reliable imaging of the BBB impairment is of major importance in both clinical management of brain diseases and in experimental research. From landmark studies by Ehrlich and Goldman, the use of dyes (probes) has played a critical role in understanding BBB functions. In recent years methodologic advances in morphologic and functional brain imaging have provided insight into cellular and molecular interactions underlying BBB dysfunction in animal disease models. These imaging techniques, which range from in situ staining to noninvasive in vivo imaging, have different spatial resolution, sensitivity, and capacity for quantitative and kinetic measures of the BBB impairment. Despite significant advances, the translation of these techniques into clinical applications remains slow. This review outlines key recent advances in imaging techniques that have contributed to the understanding of BBB dysfunction in disease and discusses major obstacles and opportunities to advance these techniques into the clinical realm.
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Affiliation(s)
- Andreas Wunder
- Department of Experimental Neurology, Center for Stroke Research Berlin, Charité-University Medicine Berlin, Berlin, Germany.
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5
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Jelzow A, Wabnitz H, Obrig H, Macdonald R, Steinbrink J. Separation of indocyanine green boluses in the human brain and scalp based on time-resolved in-vivo fluorescence measurements. JOURNAL OF BIOMEDICAL OPTICS 2012; 17:057003. [PMID: 22612142 DOI: 10.1117/1.jbo.17.5.057003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Non-invasive detection of fluorescence from the optical tracer indocyanine green is feasible in the adult human brain when employing a time-domain technique with picosecond resolution. A fluorescence-based assessment may offer higher signal-to-noise ratio when compared to bolus tracking relying on changes in time-resolved diffuse reflectance. The essential challenge is to discriminate the fluorescence originating from the brain from contamination by extracerebral fluorescence and hence to reconstruct the bolus kinetics; however, a method to reliably perform the necessary separation is missing. We present a novel approach for the decomposition of the fluorescence contributions from the two tissue compartments. The corresponding sensitivity functions pertaining to the brain and to the extracerebral compartment are directly derived from the in-vivo measurement. This is achieved by assuming that during the initial and the late phase of bolus transit the fluorescence signal originates largely from one of the compartments. Solving the system of linear equations allows one to approximate time courses of a bolus for each compartment. We applied this method to repetitive measurements on two healthy subjects with an overall 34 boluses. A reconstruction of the bolus kinetics was possible in 62% of all cases.
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Affiliation(s)
- Alexander Jelzow
- Physikalisch-Technische Bundesanstalt (PTB), Abbestrasse 2-12, 10587 Berlin, Germany
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Abstract
Neuroimaging allows researchers and clinicians to noninvasively assess structure and function of the brain. With the advances of imaging modalities such as magnetic resonance, nuclear, and optical imaging; the design of target-specific probes; and/or the introduction of reporter gene assays, these technologies are now capable of visualizing cellular and molecular processes in vivo. Undoubtedly, the system biological character of molecular neuroimaging, which allows for the study of molecular events in the intact organism, will enhance our understanding of physiology and pathophysiology of the brain and improve our ability to diagnose and treat diseases more specifically. Technical/scientific challenges to be faced are the development of highly sensitive imaging modalities, the design of specific imaging probe molecules capable of penetrating the CNS and reporting on endogenous cellular and molecular processes, and the development of tools for extracting quantitative, biologically relevant information from imaging data. Today, molecular neuroimaging is still an experimental approach with limited clinical impact; this is expected to change within the next decade. This article provides an overview of molecular neuroimaging approaches with a focus on rodent studies documenting the exploratory state of the field. Concepts are illustrated by discussing applications related to the pathophysiology of Alzheimer's disease.
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Affiliation(s)
- Jan Klohs
- Institute for Biomedical Engineering, ETH & University of Zürich, Switzerland
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Liu X, Liu F, Zhang Y, Bai J. Unmixing dynamic fluorescence diffuse optical tomography images with independent component analysis. IEEE TRANSACTIONS ON MEDICAL IMAGING 2011; 30:1591-604. [PMID: 21632297 DOI: 10.1109/tmi.2011.2134865] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Dynamic fluorescence diffuse optical tomography (D-FDOT) is important for drug delivery research. However, the low spatial resolution of FDOT and the complex kinetics of drug limit the ability of D-FDOT in resolving metabolic processes of drug throughout whole body of small animals. In this paper, we propose an independent component analysis (ICA)-based method to perform D-FDOT studies. When applied to D-FDOT images, ICA not only generates a set of independent components (ICs) which can illustrate functional structures with different kinetic behaviors, but also provides a set of associated time courses (TCs) which can represent normalized time courses of drug in corresponding functional structures. Further, the drug concentration in specific functional structure at different time points can be recovered by an inverse ICA transformation. To evaluate the performance of the proposed algorithm in the study of drug kinetics at whole-body level, simulation study and phantom experiment are both performed on a full-angle FDOT imaging system with line-shaped excitation pattern. In simulation study, the nanoparticle delivery of indocynaine green (ICG) throughout whole body of a digital mouse is simulated and imaged. In phantom experiment, four tubes containing different ICG concentrations are imaged and used to imitate the uptake and excretion of ICG in organs. The results suggest that we can not only illustrate ICG distributions in different functional structures, but also recover ICG concentrations in specific functional structure at different time points, when ICA is applied to D-FDOT images.
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Affiliation(s)
- Xin Liu
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China.
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8
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Piper S, Bahmani P, Klohs J, Bourayou R, Brunecker P, Müller J, Harhausen D, Lindauer U, Dirnagl U, Steinbrink J, Wunder A. Non-invasive surface-stripping for epifluorescence small animal imaging. BIOMEDICAL OPTICS EXPRESS 2010; 1:97-105. [PMID: 21258449 PMCID: PMC3005168 DOI: 10.1364/boe.1.000097] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2010] [Revised: 06/24/2010] [Accepted: 07/02/2010] [Indexed: 05/30/2023]
Abstract
Non-invasive near-infrared fluorescence (NIRF) imaging is a powerful tool to study pathophysiology in a wide variety of animal disease models including brain diseases. However, especially in NIRF imaging of the brain or other deeper laying target sites, background fluorescence emitted from the scalp or superficial blood vessels can impede the detection of fluorescence in deeper tissue. Here, we introduce an effective method to reduce the impact of fluorescence from superficial layers. The approach uses excitation light at two different wavelengths generating two images with different depth sensitivities followed by an adapted subtraction algorithm. This technique leads to significant enhancement of the contrast and the detectability of fluorochromes located in deep tissue layers in tissue simulating phantoms and murine models with stroke.
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Affiliation(s)
- Sophie Piper
- Berlin Neuroimaging Center, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Peyman Bahmani
- Experimental Neurology, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Jan Klohs
- Experimental Neurology, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
- Currently with the Institute for Biomedical Engineering, University of Zurich and ETH, Wolfgang-Pauli-Str. 10, CH-8093 Zürich, Switzerland
| | - Riad Bourayou
- German Heart Institute, Augustenburgerplatz 1, 13353 Berlin, Germany
| | - Peter Brunecker
- Center for Stroke Research, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Jochen Müller
- Experimental Neurology, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Denise Harhausen
- Experimental Neurology, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Ute Lindauer
- Experimental Neurology, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
- Currently with the Department of Neurosurgery, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675 Munich, Germany
| | - Ulrich Dirnagl
- Experimental Neurology, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
- Center for Stroke Research, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Jens Steinbrink
- Berlin Neuroimaging Center, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
- Center for Stroke Research, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
- These authors contributed euqually to this work
| | - Andreas Wunder
- Experimental Neurology, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
- Center for Stroke Research, Charité University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany
- These authors contributed euqually to this work
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Raymond SB, Kumar ATN, Boas DA, Bacskai BJ. Optimal parameters for near infrared fluorescence imaging of amyloid plaques in Alzheimer's disease mouse models. Phys Med Biol 2009; 54:6201-16. [PMID: 19794239 DOI: 10.1088/0031-9155/54/20/011] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Amyloid-beta plaques are an Alzheimer's disease biomarker which present unique challenges for near-infrared fluorescence tomography because of size (<50 microm diameter) and distribution. We used high-resolution simulations of fluorescence in a digital Alzheimer's disease mouse model to investigate the optimal fluorophore and imaging parameters for near-infrared fluorescence tomography of amyloid plaques. Fluorescence was simulated for amyloid-targeted probes with emission at 630 and 800 nm, plaque-to-background ratios from 1-1000, amyloid burden from 0-10%, and for transmission and reflection measurement geometries. Fluorophores with high plaque-to-background contrast ratios and 800 nm emission performed significantly better than current amyloid imaging probes. We tested idealized fluorophores in transmission and full-angle tomographic measurement schemes (900 source-detector pairs), with and without anatomical priors. Transmission reconstructions demonstrated strong linear correlation with increasing amyloid burden, but underestimated fluorescence yield and suffered from localization artifacts. Full-angle measurements did not improve upon the transmission reconstruction qualitatively or in semi-quantitative measures of accuracy; anatomical and initial-value priors did improve reconstruction localization and accuracy for both transmission and full-angle schemes. Region-based reconstructions, in which the unknowns were reduced to a few distinct anatomical regions, produced highly accurate yield estimates for cortex, hippocampus and brain regions, even with a reduced number of measurements (144 source-detector pairs).
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Affiliation(s)
- S B Raymond
- The Harvard-MIT Division of Health Sciences and Technology, 77 Mass Ave., E25-519, Cambridge, MA 02139, USA
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10
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Klohs J, Baeva N, Steinbrink J, Bourayou R, Boettcher C, Royl G, Megow D, Dirnagl U, Priller J, Wunder A. In vivo near-infrared fluorescence imaging of matrix metalloproteinase activity after cerebral ischemia. J Cereb Blood Flow Metab 2009; 29:1284-92. [PMID: 19417756 DOI: 10.1038/jcbfm.2009.51] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Matrix metalloproteinases (MMPs) have been implicated in the pathophysiology of cerebral ischemia. In this study, we explored whether MMP activity can be visualized by noninvasive near-infrared fluorescence (NIRF) imaging using an MMP-activatable probe in a mouse model of stroke. C57Bl6 mice were subjected to transient middle cerebral artery occlusion (MCAO) or sham operation. Noninvasive NIRF imaging was performed 24 h after probe injection, and target-to-background ratios (TBRs) between the two hemispheres were determined. TBRs were significantly higher in MCAO mice injected with the MMP-activatable probe than in sham-operated mice and in MCAO mice that were injected with the nonactivatable probe as controls. Treatment with an MMP inhibitor resulted in significantly lower TBRs and lesion volumes compared to injection of vehicle. To test the contribution of MMP-9 to the fluorescence signal, MMP9-deficient (MMP9(-/-)) mice and wild-type controls were subjected to MCAO of different durations to attain comparable lesion volumes. TBRs were significantly lower in MMP9(-/-) mice, suggesting a substantial contribution of MMP-9 activity to the signal. Our study shows that MMP activity after cerebral ischemia can be imaged noninvasively with NIRF using an MMP-activatable probe, which might be a useful tool to study MMP activity in the pathophysiology of the disease.
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Affiliation(s)
- Jan Klohs
- Department of Experimental Neurology, Center for Stroke Research Berlin, Charité University Medicine Berlin, Charitéplatz 1, Berlin 10117, Germany.
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11
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Near-infrared fluorescence imaging with fluorescently labeled albumin: A novel method for non-invasive optical imaging of blood–brain barrier impairment after focal cerebral ischemia in mice. J Neurosci Methods 2009; 180:126-32. [DOI: 10.1016/j.jneumeth.2009.03.002] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2008] [Revised: 03/03/2009] [Accepted: 03/05/2009] [Indexed: 11/22/2022]
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12
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Wunder A, Klohs J, Dirnagl U. Non-invasive visualization of CNS inflammation with nuclear and optical imaging. Neuroscience 2008; 158:1161-73. [PMID: 18983900 DOI: 10.1016/j.neuroscience.2008.10.005] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2008] [Revised: 10/01/2008] [Accepted: 10/01/2008] [Indexed: 11/28/2022]
Abstract
Inflammation is crucially involved in many diseases of the CNS. Immune cells may attack the CNS, as in multiple sclerosis, and therefore be responsible for primary damage. Immune cells may also be activated by injury to the CNS, as for example in stroke or brain trauma, secondarily enhancing lesion growth. In general, CNS inflammation involves a complex interplay of pro- and anti-inflammatory cells and molecules. The blood-brain barrier loses its integrity, plasma proteins leak into the CNS parenchyma, followed by invasion of blood-borne immune cells, and activation of resident microglial cells and astrocytes. However, inflammation not only exacerbates CNS disease, it is also indispensable in containment and resolution of tissue damage, as well as repair and regeneration. The time course and the contribution of inflammatory processes to the pathophysiology of the disease depend on several factors including the type of injury and the time point after injury, and can exhibit a high individual variability. Imaging technologies that enable specific visualization of these inflammatory processes non-invasively are therefore highly desirable. They provide powerful tools to further evaluate the contribution of specific processes to the pathophysiology of CNS disease. Moreover, these technologies may be valuable in detecting and assessing disease progression, in stratifying patients for therapy, and in monitoring therapy. Among the existing non-invasive imaging methods to visualize neuroinflammation in the CNS, we here review the current status of nuclear and optical imaging techniques, with particular emphasis on the sensitivity, specificity, as well as the limitations of these approaches.
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Affiliation(s)
- A Wunder
- Center for Stroke Research Berlin (CSB), Department of Experimental Neurology, Charité-University Medicine Berlin, Charitéplatz 1, 10117 Berlin, Germany.
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