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Medicine

In Vivo Morphometric Analysis of Human Cranial Nerves Using Magnetic Resonance Imaging in Menière's Disease Ears and Normal Hearing Ears

Published: February 21, 2018 doi: 10.3791/57091

Summary

To evaluate morphological changes of cranial nerves such as loss of neural structures or swelling of cranial nerves in Menière's Disease (MD) or in healthy persons in vivo, a protocol of evaluation has been developed using magnetic resonance imaging (MRI). Additional MRI-based confirmation of MD was performed.

Abstract

Analysis of neural structures in Menière's Disease (MD) is of importance, since a loss of such structures has previously been proposed for this patient group but has yet to be confirmed. This protocol describes a method of in vivo evaluation of neural changes especially well suitable for cranial nerve analysis using magnetic resonance imaging (MRI). MD-patients and normal hearing persons were examined in a 3-T MR-scanner using a scan protocol including strongly T2-weighted 3D gradient-echo-sequence (3D-CISS). In the patient group, MD was additionally confirmed using MRI-based assessment of endolymphatic hydrops. Morphometric analysis was performed using a freeware DICOM viewer. Evaluation of cranial nerves included measurements of cross-sectional areas (CSAs) of the nerves at different levels as well as orthogonal diametric measurements.

Introduction

Magnetic resonance imaging (MRI) plays a major role in visualizing and analyzing anatomy as well as physiological and pathological processes in the human body. Since clinical and electrophysiological diagnosis of Menière's Disease (MD) can be challenging, using additional information derived from MRI is more than helpful1,2,3,4. An in vivo method was developed to analyze endolymphatic hydrops in MD and morphometric changes of cranial nerves using MRI. With this combined approach, diagnosis of definite MD was confirmed, and morphometric changes of cranial nerves were studied at different levels throughout the course of the nerves. Etiology of MD is still unclear5,6,7. It was proposed that neural cell loss could be involved in MD, but this has yet to be confirmed.

Suitable cranial nerves for morphometric analysis in MD are the 7th and 8th nerve with its branches, which were analyzed in this study. Only a few studies can be found analyzing morphometric aspects of these nerves using MRI8,9,10. The study by Henneberger et al. analyzed morphometric changes of the 7th and 8th cranial nerve in MD ears compared to normal hearing ears11.

The method presented here enables in vivo visualization and morphometric analysis of the 7th and 8th cranial nerves throughout their course from the brain to the temporal bone. Using this method, we have shown that there are significant differences between the patient group of MD patients and healthy ears. We propose the described method for use in several situations/diseases whenever potential morphometric changes of cranial nerves are of interest. Whether this method will be established in clinical diagnostic workups remains to be evaluated by future studies. Real alternatives to the described method for in vivo evaluation of morphometric changes of cranial nerves are not available, and while computed tomography (CT) has its strengths such as wide availability, speed, and depiction of bony changes, it also exhibits too low tissue contrasts to visualize subtle changes in cranial nerves within the neurocranium and temporal bone. Post mortem analysis of cranial nerve changes in MD patients remains to be studied. With special imaging and evaluation techniques as described here, it is possible to analyze morphometric changes of cranial nerves in MD patients and healthy controls using MRI. Routine MRI workup of the brain often does not include high resolution, strongly T2-weighted imaging techniques, which are mandatory for the evaluation of morphometric changes of cranial nerves 7 and 8.

The developed method may have further diagnostic impact on evaluating different levels of severity in MD, as well as play a role in the evaluation of vertigo, hearing deficits, and tinnitus. Specialized centers for diagnostic and therapeutic workup of vertigo play a major role in today's health care systems and our method could provide specialists with a possible tool for their diagnostic workup12,13,14. Vertigo is a complex symptom occurring in several diseases, requiring a thorough interdisciplinary cooperation between different specialties, as demonstrated in specialized centers for diagnostic and therapeutic workup of vertigo12,13,14.

To our knowledge, there is no method available in the literature for in vivo morphometric analysis of cranial nerves in MD and healthy controls.

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Protocol

All the procedures were approved by the local ethical committee (Institutional review board of the University of Munich/LMU Munich Protocol No. 093-09). All patients gave their informed consent to the performed procedures.

1. Clinical Examination

  1. Identify patients suffering from suspected MD in cooperation with the Department for Ear, Nose and Throat (ENT).
    1. Perform clinical evaluation; vertigo, tinnitus/ringing of the ear, and hearing loss (possibly fluctuating) need to be evaluated. Check for associated nausea and vomiting. Check for the duration of the symptoms.
    2. Take the clinical and functional test results into consideration for diagnosis of MD: check for the results of audiometry, caloric video-oculography, vestibular evoked myogenic potentials (VEMP), and electrocochleography (ECoG) in the hospital papers or electronic medical record system.
    3. Check for typical findings in MD: audiometry may show impaired hearing levels in pure tone averaging (PTA), caloric irrigation can reveal horizontal semicircular paresis, SP/AP ratio may be pathologically high in ECoG, and VEMP interaural amplitude ratio may be significantly lower in MD patients.

2. MRI Image Acquisition in Patients Suffering from MD and Healthy Controls

  1. Apply an intratympanic gadolinium-injection 24 h prior to the MRI scan in the patient group. Inject 0.4 mL of a gadolinium-based contrast agent intratympanically, (e.g., Magnograf diluted 8-fold in saline), 24 h prior to the scheduled MRI-scan.
  2. Prepare the patient for MRI examination: check for metal implants (exams are feasible with a pacemaker if adequate precautions are taken; dental implants are usually feasible), claustrophobia, etc. Use noise reduction devices such as noise reduction headphones for protection of patient hearing.
  3. Position the patient adequately into the scanner. Position the patient's head straight, and fit and close the MR-head coil. Position the patient's head/temporal bone at the isocenter of the MR scanner.
  4. Perform the MRI-scan according to the study protocol, including 3D-FLAIR- and 3D-real IR-sequences for detection of endolymphatic hydrops in the patient group and strongly T2-weighted 3D-CISS for morphologic analysis of cranial nerves in the patient group and healthy controls.
  5. Set the sequence parameters for the morphometric scan 3D-CISS as follows: repetition time (TR) 5.79 ms, echo time (TE) 2.58 ms, flip angle 34°, field of view (FoV) 160 x 160 mm2, matrix size 320 x 320, number of averages 1, slice thickness 0.5 mm (Table 1). Perform the scans of the 3D-FLAIR using a TR of 9,000 ms, TE 128 ms, inversion time 2,500 ms, flip angle of 180°, matrix size 384 x 384, slice thickness 2 mm. Set the parameters for the 3D-real IR as follows: TR 6,000 ms, TE 155 ms, inversion time 1,500 ms, flip angle 180°, matrix size 320 x 320, slice thickness 0.5 mm.

3. MRI Quality Check and Identification of Endolymphatic Hydrops in MRI

  1. Check the MRI image quality with regard to artifacts like fold-over artifacts, pulsation artifacts, metal artifacts, and take special account of the target of evaluation, in this case the cranial nerves VII and VIII throughout their course.
  2. Evaluate the endolymphatic hydrops in the MRI-scans of patient group. Check for degree of cochlear and labyrinthine endolymphatic hydrops made visible by examining the acquired 3D-FLAIR- and 3D-real IR-sequences (Figure 1).

4. Image Based Measurements of Cranial Nerves

  1. General preparations
    1. Install a DICOM viewer of choice for image evaluation and measurements on the evaluation workstation, e.g., OsiriX or Horos.
    2. Run the DICOM viewer by double clicking the icon of the application; the database window will be displayed.
    3. Import the patient image data by left-mouse clicking on "File" in the upper dropdown menu, then select "Import" → "Import file". In the file selector, select the patient image data; the patient name and data will be displayed in the database window after successful import.
      NOTE: Importing of compressed files (e.g.,.zip) or uncompressed directories of DICOM files is feasible with the aforementioned DICOM viewers.
    4. In the database window expand the patient image folder by left-clicking onto the triangle symbol on the left side of the patient name. Select the sequence of choice from this folder (here CISS sequence) and double left click on it to open the corresponding image data. The patient image data will be displayed.
  2. Reconstructions of cranial nerves
    Note: Because of the long and not always in-plane course of the nerves from the brain stem through the cerebellopontine angle (CPA) into the acoustic meatus and further to the fundus of the internal auditory canal (IAC), the reconstruction and evaluation of the nerve's diameters and CSAs at different levels is necessary.
    1. Prepare for reconstructing transverse sections at the following locations throughout the course of the cranial nerves to avoid measurement errors derived from oblique slices throughout the course of the nerve, by selecting "3D MPR" in the "3D Viewer" dropdown menu at the top of the screen; the MPR-window will be displayed.
    2. Adjust zoom levels to accommodate for the structures to be reconstructed (here cranial nerves VII and VIII) by selecting the zoom tool (magnifying glass) from the "Change mouse button function" area in the toolbar in the upper left part of the MPR-window. Then move the mouse cursor to each of the 3 planes in the MPR-window and adjust zoom levels by left click and dragging the mouse (the mouse cursor will transform into a magnifying glass).
    3. Reconstruct the central VIII nerve and set the reconstruction plane orthogonal to the nerves course in the middle of the CPA. Check and adapt the orientation of the reconstructed plane in all 3 planes/windows (it should be reconstructed orthogonal to the direction of the crossing of the nerve in order to avoid partial volume effects at the following measurements).
      1. Check for out of plane traversing of the nerve and correct the plane orientation respectively.
        1. To correct plane orientation, move the mouse cursor to the center of the axis crosshair of each plane in the MPR-window (when located correctly the mouse cursor will transform into a hand symbol).
        2. Grab the axis crosshair in each of the 3 planes/windows individually with the grab tool indicated by the hand-icon, and move the axis approximately to the entry to the internal acoustic meatus in each of the 3 planes.
        3. Adjust the orientation of the 3 axes to the nerve's course using the rotate-function available by moving the mouse to the lateral aspects of each axis (the correct rotate-function is depicted by a change of the mouse cursor to a curvilinear icon). Then hold the left mouse button pressed and drag the mouse to adjust the plane orientation.
        4. Adjust the plane orientation in all 3 windows of the MPR-window. In order to reconstruct a plane transverse to the VIII nerves course at the level of the middle of the CPA, go to the left lower window in the MPR-window, and move the mouse to the middle of the axis crosshair so the mouse cursor will transform again into a hand symbol. Then left click and drag the plane (orange line) to the desired location (here, to the middle of the CPA).
        5. Adjust the zoom levels if necessary with the zoom tool (the mouse will change its icon to a magnifying glass) by left clicking and dragging.
        6. Left click into the upper right window of the MPR-window to select this plane. Select "File" → "Export" → "Export to DICOM file(s)". In the "DICOM Export"-window select "Sequence:" → "Current image only" by left clicking into adjacent circle selector.
        7. Rename the series appropriately, here "VIII CPA". Then left click the "OK"-button on the right lower aspect of the DICOM export window.
          ​NOTE: This will close the DICOM export window, will save the reconstructed image into the patient database, and return to the MPR window.
    4. Reconstruct the orthogonal views of the branches of VIII nerve: cochlear nerve (CN), superior vestibular nerve (SVN), and inferior vestibular nerve (IVN) at the level of the meatus of the IAC, where representative visualization is usually well feasible. Check for out of plane traversing of the nerve and correct the plane orientation respectively.
      1. Grab the axis crosshair in each of the 3 planes/windows with the grab tool indicated by a hand-icon, move the axis toward the CN, SVN, and IVN, respectively at the level of the meatus of the IAC, and adjust their orientation to the nerve's course using the rotate-function available at the lateral aspects of each axis depicted by the curved icon, as described under step 4.2.3.1.1 - 4.2.3.1.5.
      2. Export and rename the reconstructed planes as under step 4.2.3.1.6 - 4.2.3.1.7.
    5. Reconstruct the orthogonal views of the facial nerve (cranial nerve VII) at the level of the CPA, meatus of the IAC, and fundus of the IAC as described under step 4.2.3. Check for out of plane traversing of the nerve and correct the plane orientation respectively at each level of reconstruction.
  3. Measurements
    Note: Perform the following measurements: measure CSA, long diameter (LD) and perpendicular short diameter (SD) of the facial nerve (cranial nerve VII) and vestibulocochlear nerve (cranial nerve VIII) in the reconstructed transverse images (Figure 4 and Figure 5). Pay attention to consistent windowing levels between scans to avoid partial volume effects influencing the quantificational measurements in a non-systematic way.
    1. Select the previously reconstructed image of cranial nerve VIII at the level of CPA by left clicking the corresponding image file (previously named "VIII CPA") in the database window of the DICOM viewer. Open it by double left-clicking on the filename. The reconstructed image will open in a single window.
    2. Zoom in into the image structures if necessary as instructed at step 4.2.2. Select "Length" by left clicking with the mouse on the triangular symbol next to the "Change the mouse button function" in the toolbar on top of the screen. Left click and hold the left mouse button pressed to draw a line of measurement for the longest diameter of the cranial nerve VIII; this measurement is LD.
    3. Perform a measurement perpendicular to LD for the SD measurement.
      ​NOTE: The measurements will be automatically stored if using OsiriX or Horos as DCIOM viewer.
      1. Repeat these measurements of LD and SD also in the reconstructions of the VIII nerve at the level of the meatus of the IAC by measuring in the image file from the image database named "VIII meatus" and at the level of the fundus of the IAC, file name "VIII fundus".
    4. Evaluate CSA preferably using the closed polygon region-of-interest (ROI) to account for possible inhomogeneities in the contour of the cranial nerve's cross section. In the toolbar on the upper part of the screen, press the triangular symbol on the right of the "Mouse button function" area and select "Closed Polygon" (the previously selected line symbol will change to a polygon).
    5. Outline the contour of the cranial nerve VIII by left clicking multiple times on the border of the nerve. To close the polygon double left click at the desired point; the complete contour will be displayed.
      Note: If necessary correct the position of the polygon points by left clicking and moving.
    6. Open the previously performed reconstruction of the facial nerve at the level of the CPA (image file name "VII CPA") and perform measurements of LD, SD, and CSA for cranial nerve VII following steps 4.3.1 - 4.3.5.
    7. Open the reconstructions at the level of the meatus of the IAC and perform measurements of LD, SD, and CSA for the CN, SVN, IVN, and cranial nerve VII following steps 4.3.1 - 4.3.5.
    8. Open the reconstructions at the level of the fundus of the IAC and perform measurements of LD, SD, and CSA for the CN, SVN, IVN, and cranial nerve VII following steps 4.3.1 - 4.3.5.

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Representative Results

Statistical analysis was performed using statistical analysis software, and two-sided independent samples t-test was applied. Image evaluation was performed by two readers. A significant difference between the mean values of the patient group (n = 21) and healthy control group (n = 39) can be found for measurements of the CSA of the facial nerve, CN, SVN, and IVN (Table 2). CSA measurements in the patient group showed significantly larger CSA values (Figure 2 and Figure 3). Evaluation of measurements of the LD and SD showed varying results, depending on the site of measurement, and differences in LD and SD between the two groups were found. For example, at the level of the meatus, SD of the SVN was significantly larger in the patient group compared to the healthy control group, whereas LD was found to be not significantly different (Table 3 and Table 4). Mediator-based theories of MD support these findings7,15.

Figure 1
Figure 1: Endolymphatic hydrops in MRI scans. High grade endolymphatic hydrops of the cochlea (straight arrows) and the vestibule (curved arrows) in 3D-FLAIR (A) and 3D-Real-IR (B). Please click here to view a larger version of this figure.

Figure 2
Figure 2: Morphometric evaluation of cochlear nerve. Significant differences of mean values and interquartile ranges of the cross-sectional area (CSA) of the cochlear nerve were found in the patient group compared to healthy controls. The upper and lower green horizontal lines depict minimal and maximal values, connected by the whisker. The purple star shows the arithmetic mean. The green middle line represents the median. The blue error bars depict 1 SD. Please click here to view a larger version of this figure.

Figure 3
Figure 3: Morphometric evaluation of cranial nerve VII. Significant differences of the cross-sectional area (CSA) of the facial nerve at the level of the cerebellopontine angle (CPA) were found in the patient group compared to healthy controls. The upper and lower green horizontal lines depict minimal and maximal values connected by the whisker. The purple star shows the arithmetic mean. The green middle line represents the median. The blue error bars depict 1 SD. Please click here to view a larger version of this figure.

Figure 4
Figure 4: Measurement of the cross-sectional area (CSA) of the cochlear nerve. Measurement performed at the fundus of the internal meatus on a reconstructed slice perpendicular to the nerve's course. Please click here to view a larger version of this figure.

Figure 5
Figure 5: Measurement of the long diameter (LD) and perpendicular short diameter (SD) of the cochlear nerve. Measurement performed at the fundus of the internal meatus on a reconstructed slice perpendicular to the nerve's course. Please click here to view a larger version of this figure.

Mr-sequence parameters 3D-CISS
TR 5.79 ms
TE 2.58 ms
Flip angle 34°
Field of view 160 x 160 mm2
Matrix size 320 x 320
Averages 1
Slice thickness 0.5 mm

Table 1: MRI sequence parameters. Set MRI sequence parameters as described using Constructive Interference in Steady State (CISS)-sequence technique for achieving strongly T2-weighted image contrast for optimal depiction of nerves surrounded by cerebrospinal fluid.

Table 2
Table 2: Morphometric analysis results of cross-sectional area measurements (CSA). Comparison of patients vs. healthy controls measuring CSA of the 7th and 8th cranial nerve at different levels through their course. Analysis of unilaterally affected patients, bilaterally affected patients, and healthy controls including mean value, standard deviation, and p-values (independent samples t-test, patient group n = 21, healthy controls n = 39); significant results with p <0.000595 after Bonferroni correction are marked bold.

Table 3
Table 3: Morphometric analysis results of long diameter (LD). Comparison of patients vs. healthy controls measuring LD of the 7th and 8th cranial nerve at different levels through their course. Analysis of unilaterally affected patients, bilaterally affected patients, and healthy controls including mean value, standard deviation, and p-values (independent samples t-test, patient group n = 21, healthy controls n = 39).

Table 4
Table 4: Morphometric analysis results of short diameter (SD). Comparison of patients vs. healthy controls measuring SD of the 7th and 8th cranial nerve at different levels through their course. Analysis of unilaterally affected patients, bilaterally affected patients, and healthy controls including mean value, standard deviation, and p-values (independent samples t-test, patient group n = 21, healthy controls n = 39).

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Discussion

We have demonstrated a feasible and accessible method of evaluation of morphometric changes of cranial nerves, as they may occur in several pathophysiological situations, here in MD compared to normal hearing controls.

Modifications and Troubleshooting:

Similar measurements to the ones reported here for the 7th and 8th cranial nerves can be performed using the employed 3D-CISS-sequence scans for all other cranial nerves at different levels, as long as they are still surrounded by cerebral fluid, otherwise contrast issues may arise with the mentioned MR-scanning sequence technique. For morphometric analysis of cranial nerves at levels where they are not surrounded by liquid, changes of the MR scanning protocol become mandatory, e.g., application of intravenous Gadolinium or employment of MRI fat-suppression techniques. Measurements in orthogonal reconstructions throughout the nerves course remain mandatory.

When combining MR-based evaluation of endolymphatic hydrops with morphometric analysis, the MR-scan can not only be used for describing anatomical changes of cranial nerves but can also aid in the diagnosis of MD. In the future, automated morphometric analysis techniques including machine based learning and artificial intelligence may speed up the evaluation and improve consistency of measurements and evaluations.

In a general approach for morphometric analysis of cranial nerves, MRI examinations can be performed "natively" without the use of intravenous or intratympanic administration of MRI contrast agents. In the protocol diluted intratympanic contrast agent has been applied in order to quantify the severity of endolymphatic hydrops occurring in MD, relevant for the diagnosis of the disease. The small amount and small concentration of Gadolinium-based contrast agent via intratympanic application in this study does not show effects on quantitative measurements of signal intensities of cerebrospinal fluid or the nerves when comparing the diseased side and contralateral side in MD patients, a finding corroborated by other studies. Signal intensities, image quality, and contrast do not differ when comparing strongly T2-weighted images of Gadolinium-injected patients with images of the non-injected controls16. Therefore, the effects of the contrast agent on the morphometric measurements do not play a role. Until today no evidence was found that Gadolinium might play a role on brain or cranial nerves with regard to alterations of volume. However, the long-term effects of Gadolinium-based contrast agents on cranial nerves remains to be studied. Intratympanic application of Gadolinium in healthy controls remains unethical and therefore wasn't performed in the normal hearing patients in this study.

Future Applications:

The depicted method allows for comparison of morphometric changes of cranial nerves in a very large variety of diseases and in several neural structures. Future transfer of the method for evaluating morphometric changes of cranial nerves e.g., in chronic pain, Alzheimer's Disease, or multiple sclerosis (MS) and comparing those findings to healthy controls is feasible.

Critical Steps Within the Protocol and Limitations of the Technique:

When evaluating morphometric parameters using the described techniques, set consistent windowing levels throughout the scans and/or let the measurements be performed by two or more readers. To avoid inter-rater variability, let each reader evaluate all scans. Using thin slice thickness and slice orientation perpendicular to the course of the cranial nerves is mandatory, throughout the whole course of the nerves. When comparing different studies performed on different MR-scanners, it must be considered that differences in MR scan parameters can result in differences in partial volume effects, as well as differences with regard to image contrasts and image quality. The levels at which morphometric analysis throughout the course of the cranial nerves was performed in different studies need to be considered when comparing studies.

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Disclosures

The authors have nothing to disclose.

Acknowledgments

Robert Gürkov received fundings from the German Ministry of Research and Education BMBF, Grant No. 01 EO 0901.

Materials

Name Company Catalog Number Comments
MR-scanner, e.g. Siemens Magnetom Verio, or appropriate MR-scans in DICOM format, e.g. 3D-CISS Siemens Healthcare GmbH, Erlangen, Germany, or MR scans by any other vendor 1 Instead of the MR scanner, appropriately acquired MR-scans can be used for morphometric analysis
Osirix or any other DICOM-Viewer with appropriate evaluation tools Pixmeo SARL, Geneva, Switzerland 2 Software for viewing and evaluating DICOM images
MedCalc or any other statistical analysis software, e.g. SPSS  MedCalc Software bvba, Ostend, Belgium 3 Software for statistical analysis
Computer running Windows or MacOSX/macOS e.g. Lenovo, Apple or anything selfmade 4 Hardware on which the above software can be employed

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References

  1. Gurkov, R., et al. In vivo visualized endolymphatic hydrops and inner ear functions in patients with electrocochleographically confirmed Meniere's disease. Otol Neurotol. 33 (6), 1040-1045 (2012).
  2. Gurkov, R., Flatz, W., Louza, J., Strupp, M., Krause, E. In vivo visualization of endolyphatic hydrops in patients with Meniere's disease: correlation with audiovestibular function. Eur Arch Otorhinolaryngol. 268 (12), 1743-1748 (2011).
  3. Gurkov, R., Pyyko, I., Zou, J., Kentala, E. What is Meniere's disease? A contemporary re-evaluation of endolymphatic hydrops. J Neurol. 263, Suppl 1 71-81 (2016).
  4. Plontke, S. K., Gurkov, R. Meniere's Disease. Laryngorhinootologie. 94 (8), 530-554 (2015).
  5. Klockars, T., Kentala, E. Inheritance of Meniere's disease in the Finnish population. Arch Otolaryngol Head Neck Surg. 133 (1), 73-77 (2007).
  6. Greco, A., et al. Meniere's disease might be an autoimmune condition. Autoimmun Rev. 11 (10), 731-738 (2012).
  7. Ozdogmus, O., et al. Connections between the facial, vestibular and cochlear nerve bundles within the internal auditory canal. J Anat. 205 (1), 65-75 (2004).
  8. Nakamichi, R., et al. Establishing normal diameter range of the cochlear and facial nerves with 3D-CISS at 3T. Magn Reson Med Sci. 12 (4), 241-247 (2013).
  9. Kang, W. S., et al. Normative diameters and effects of aging on the cochlear and facial nerves in normal-hearing Korean ears using 3.0-tesla magnetic resonance imaging. Laryngoscope. 122 (5), 1109-1114 (2012).
  10. Jaryszak, E. M., Patel, N. A., Camp, M., Mancuso, A. A., Antonelli, P. J. Cochlear nerve diameter in normal hearing ears using high-resolution magnetic resonance imaging. Laryngoscope. 119 (10), 2042-2045 (2009).
  11. Henneberger, A., Ertl-Wagner, B., Reiser, M., Gurkov, R., Flatz, W. Morphometric evaluation of facial and vestibulocochlear nerves using magnetic resonance imaging: comparison of Meniere's disease ears with normal hearing ears. Eur Arch Otorhinolaryngol. 274 (8), 3029-3039 (2017).
  12. Zwergal, A., Brandt, T., Magnusson, M., Kennard, C. DIZZYNET: the European network for vertigo and balance research. J Neurol. 263, Suppl 1 1 (2016).
  13. Zwergal, A., Brandt, T., Magnusson, M., Kennard, C. DIZZYNET--a European network initiative for vertigo and balance research: visions and aims. J Neurol. 263, Suppl 1 2-9 (2016).
  14. Grill, E., et al. DizzyReg: the prospective patient registry of the German Center for Vertigo and Balance Disorders. J Neurol. , (2017).
  15. Semaan, M. T., Alagramam, K. N., Megerian, C. A. The basic science of Meniere's disease and endolymphatic hydrops. Curr Opin Otolaryngol Head Neck Surg. 13 (5), 301-307 (2005).
  16. Hayashi, M., et al. Usefulness of the advanced neuroimaging protocol based on plain and gadolinium-enhanced constructive interference in steady state images for gamma knife radiosurgery and planning microsurgical procedures for skull base tumors. Acta Neurochir Suppl. 116, 167-178 (2013).

Tags

Keywords: MRI Cranial Nerves Meniere's Disease Vestibular Cochlea Nerves Nerve Diameter In Vivo Morphometric Analysis 3D FLAIR 3D Real IR Endolymphatic Hydrops T2-weighted 3D DICOM Viewer Image Quality Artifacts
<em>In Vivo</em> Morphometric Analysis of Human Cranial Nerves Using Magnetic Resonance Imaging in Meni&#232;re's Disease Ears and Normal Hearing Ears
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Cite this Article

Flatz, W. H., Henneberger, A.,More

Flatz, W. H., Henneberger, A., Reiser, M. F., Gürkov, R., Ertl-Wagner, B. In Vivo Morphometric Analysis of Human Cranial Nerves Using Magnetic Resonance Imaging in Menière's Disease Ears and Normal Hearing Ears. J. Vis. Exp. (132), e57091, doi:10.3791/57091 (2018).

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    Patient Directed Recording of a Bipolar Three-Lead Electrocardiogram using a Smartwatch with ECG Function
  • Research • Medicine
    Traditional Trail Making Test Modified into Brand-new Assessment Tools: Digital and Walking Trail Making Test
  • Research • Medicine
    Use of Magnetic Resonance Imaging and Biopsy Data to Guide Sampling Procedures for Prostate Cancer Biobanking
  • Research • Medicine
    A Fluorescence-based Assay for Characterization and Quantification of Lipid Droplet Formation in Human Intestinal Organoids
  • Research • Medicine
    A Novel Non-invasive Method for the Detection of Elevated Intra-compartmental Pressures of the Leg
  • Research • Medicine
    Quantitative Mapping of Specific Ventilation in the Human Lung using Proton Magnetic Resonance Imaging and Oxygen as a Contrast Agent
  • Research • Neuroscience
    Portable Thermographic Screening for Detection of Acute Wallenberg's Syndrome
  • Research • Medicine
    Use of MRI-ultrasound Fusion to Achieve Targeted Prostate Biopsy
  • Research • Medicine
    Testing of all Six Semicircular Canals with Video Head Impulse Test Systems
  • Research • Medicine
    Protocol and Guidelines for Point-of-Care Lung Ultrasound in Diagnosing Neonatal Pulmonary Diseases Based on International Expert Consensus
  • Research • Neuroscience
    Bilateral Assessment of the Corticospinal Pathways of the Ankle Muscles Using Navigated Transcranial Magnetic Stimulation
  • Research • Medicine
    Targeting Gray Rami Communicantes in Selective Chemical Lumbar Sympathectomy
  • Research • Medicine
    Multi-Modal Home Sleep Monitoring in Older Adults
  • Research • Medicine
    Cardiac Magnetic Resonance for the Evaluation of Suspected Cardiac Thrombus: Conventional and Emerging Techniques
  • Research • Medicine
    Observational Study Protocol for Repeated Clinical Examination and Critical Care Ultrasonography Within the Simple Intensive Care Studies
  • Research • Medicine
    Measurements of Motor Function and Other Clinical Outcome Parameters in Ambulant Children with Duchenne Muscular Dystrophy
  • Research • Medicine
    Assessment of the Efficacy of An Osteopathic Treatment in Infants with Biomechanical Impairments to Suckling
  • Research • Medicine
    Quantification of Levator Ani Hiatus Enlargement by Magnetic Resonance Imaging in Males and Females with Pelvic Organ Prolapse
  • Research • Medicine
    Quantitative [18F]-Naf-PET-MRI Analysis for the Evaluation of Dynamic Bone Turnover in a Patient with Facetogenic Low Back Pain
  • Research • Medicine
    Generation of Human 3D Lung Tissue Cultures (3D-LTCs) for Disease Modeling
  • Research • Medicine
    Proton Therapy Delivery and Its Clinical Application in Select Solid Tumor Malignancies
  • Research • Medicine
    Combining Volumetric Capnography And Barometric Plethysmography To Measure The Lung Structure-function Relationship
  • Research • Medicine
    Two-Dimensional X-Ray Angiography to Examine Fine Vascular Structure Using a Silicone Rubber Injection Compound
  • Research • Medicine
    Preparation, Procedures and Evaluation of Platelet-Rich Plasma Injection in the Treatment of Knee Osteoarthritis
  • Research • Medicine
    Cardiac Magnetic Resonance Imaging at 7 Tesla
  • Research • Medicine
    Semi-quantitative Assessment Using [18F]FDG Tracer in Patients with Severe Brain Injury
  • Research • Medicine
    Handheld Metal Detector Screening for Metallic Foreign Body Ingestion in Children
  • Research • Medicine
    Conducting Maximal and Submaximal Endurance Exercise Testing to Measure Physiological and Biological Responses to Acute Exercise in Humans
  • Research • Medicine
    A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
  • Research • Medicine
    Autonomic Function Following Concussion in Youth Athletes: An Exploration of Heart Rate Variability Using 24-hour Recording Methodology
  • Research • Medicine
    Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
  • Research • Medicine
    Objective Nociceptive Assessment in Ventilated ICU Patients: A Feasibility Study Using Pupillometry and the Nociceptive Flexion Reflex
  • Research • Medicine
    'Boden Food Plate': Novel Interactive Web-based Method for the Assessment of Dietary Intake
  • Research • Medicine
    Anogenital Distance and Perineal Measurements of the Pelvic Organ Prolapse (POP) Quantification System
  • Research • Medicine
    Bedside Ultrasound for Guiding Fluid Removal in Patients with Pulmonary Edema: The Reverse-FALLS Protocol
  • Research • Medicine
    Muscle Imbalances: Testing and Training Functional Eccentric Hamstring Strength in Athletic Populations
  • Research • Medicine
    Isolation of Primary Human Decidual Cells from the Fetal Membranes of Term Placentae
  • Research • Medicine
    Skeletal Muscle Neurovascular Coupling, Oxidative Capacity, and Microvascular Function with 'One Stop Shop' Near-infrared Spectroscopy
  • Research • Medicine
    Collecting Hair Samples for Hair Cortisol Analysis in African Americans
  • Research • Medicine
    In Vivo Morphometric Analysis of Human Cranial Nerves Using Magnetic Resonance Imaging in Menière's Disease Ears and Normal Hearing Ears
  • Research • Medicine
    Measuring the Carotid to Femoral Pulse Wave Velocity (Cf-PWV) to Evaluate Arterial Stiffness
  • Research • Medicine
    Standardized Measurement of Nasal Membrane Transepithelial Potential Difference (NPD)
  • Research • Medicine
    Taste Exam: A Brief and Validated Test
  • Research • Medicine
    Absorption of Nasal and Bronchial Fluids: Precision Sampling of the Human Respiratory Mucosa and Laboratory Processing of Samples
  • Research • Medicine
    Methodology for Sputum Induction and Laboratory Processing
  • Research • Medicine
    Electrophysiological Measurement of Noxious-evoked Brain Activity in Neonates Using a Flat-tip Probe Coupled to Electroencephalography
  • Research • Medicine
    A Detailed Protocol for Physiological Parameters Acquisition and Analysis in Neurosurgical Critical Patients
  • Research • Medicine
    Oral Biofilm Sampling for Microbiome Analysis in Healthy Children
  • Research • Medicine
    Using Retinal Imaging to Study Dementia
  • Research • Medicine
    Application of an Amplitude-integrated EEG Monitor (Cerebral Function Monitor) to Neonates
  • Research • Medicine
    3D Ultrasound Imaging: Fast and Cost-effective Morphometry of Musculoskeletal Tissue
  • Research • Medicine
    The 4-vessel Sampling Approach to Integrative Studies of Human Placental Physiology In Vivo
  • Research • Medicine
    A Component-resolved Diagnostic Approach for a Study on Grass Pollen Allergens in Chinese Southerners with Allergic Rhinitis and/or Asthma
  • Research • Medicine
    A Novel Method: Super-selective Adrenal Venous Sampling
  • Research • Medicine
    A Method for Quantifying Upper Limb Performance in Daily Life Using Accelerometers
  • Research • Medicine
    Non-invasive Assessments of Subjective and Objective Recovery Characteristics Following an Exhaustive Jump Protocol
  • Research • Medicine
    Experimental Protocol of a Three-minute, All-out Arm Crank Exercise Test in Spinal-cord Injured and Able-bodied Individuals
  • Research • Medicine
    Phosphorus-31 Magnetic Resonance Spectroscopy: A Tool for Measuring In Vivo Mitochondrial Oxidative Phosphorylation Capacity in Human Skeletal Muscle
  • Research • Medicine
    Assessment of Pulmonary Capillary Blood Volume, Membrane Diffusing Capacity, and Intrapulmonary Arteriovenous Anastomoses During Exercise
  • Research • Medicine
    Assessment of Child Anthropometry in a Large Epidemiologic Study
  • Research • Medicine
    Video Movement Analysis Using Smartphones (ViMAS): A Pilot Study
  • Research • Medicine
    Network Analysis of Foramen Ovale Electrode Recordings in Drug-resistant Temporal Lobe Epilepsy Patients
  • Research • Medicine
    A Model to Simulate Clinically Relevant Hypoxia in Humans
  • Research • Medicine
    Interictal High Frequency Oscillations Detected with Simultaneous Magnetoencephalography and Electroencephalography as Biomarker of Pediatric Epilepsy
  • Research • Medicine
    Induction and Assessment of Exertional Skeletal Muscle Damage in Humans
  • Research • Medicine
    A Detailed Protocol for Perspiration Monitoring Using a Novel, Small, Wireless Device
  • Research • Medicine
    Drug-Induced Sleep Endoscopy (DISE) with Target Controlled Infusion (TCI) and Bispectral Analysis in Obstructive Sleep Apnea
  • Research • Medicine
    Integrated Compensatory Responses in a Human Model of Hemorrhage
  • Research • Medicine
    Transthoracic Speckle Tracking Echocardiography for the Quantitative Assessment of Left Ventricular Myocardial Deformation
  • Research • Medicine
    Impression Cytology of the Lid Wiper Area
  • Research • Behavior
    A Protocol of Manual Tests to Measure Sensation and Pain in Humans
  • Research • Medicine
    Unbiased Deep Sequencing of RNA Viruses from Clinical Samples
  • Research • Medicine
    A Choroid Plexus Epithelial Cell-based Model of the Human Blood-Cerebrospinal Fluid Barrier to Study Bacterial Infection from the Basolateral Side
  • Research • Medicine
    Isolation and Profiling of MicroRNA-containing Exosomes from Human Bile
  • Research • Medicine
    Generation of Microtumors Using 3D Human Biogel Culture System and Patient-derived Glioblastoma Cells for Kinomic Profiling and Drug Response Testing
  • Research • Medicine
    Ultrasound Assessment of Endothelial Function: A Technical Guideline of the Flow-mediated Dilation Test
  • Research • Medicine
    Using a Laminating Technique to Perform Confocal Microscopy of the Human Sclera
  • Research • Medicine
    Intravenous Endotoxin Challenge in Healthy Humans: An Experimental Platform to Investigate and Modulate Systemic Inflammation
  • Research • Medicine
    Modeling and Simulations of Olfactory Drug Delivery with Passive and Active Controls of Nasally Inhaled Pharmaceutical Aerosols
  • Research • Medicine
    Exosomal miRNA Analysis in Non-small Cell Lung Cancer (NSCLC) Patients' Plasma Through qPCR: A Feasible Liquid Biopsy Tool
  • Research • Medicine
    A Multimodal Imaging- and Stimulation-based Method of Evaluating Connectivity-related Brain Excitability in Patients with Epilepsy
  • Research • Medicine
    Measuring Cardiac Autonomic Nervous System (ANS) Activity in Toddlers - Resting and Developmental Challenges
  • Research • Medicine
    Using Saccadometry with Deep Brain Stimulation to Study Normal and Pathological Brain Function
  • Research • Medicine
    Quantitative Fundus Autofluorescence for the Evaluation of Retinal Diseases
  • Research • Medicine
    Diagnosis of Musculus Gastrocnemius Tightness - Key Factors for the Clinical Examination
  • Research • Medicine
    Stereo-Electro-Encephalo-Graphy (SEEG) With Robotic Assistance in the Presurgical Evaluation of Medical Refractory Epilepsy: A Technical Note
  • Research • Medicine
    Quantitative Magnetic Resonance Imaging of Skeletal Muscle Disease
  • Research • Medicine
    Transcutaneous Microcirculatory Imaging in Preterm Neonates
  • Research • Medicine
    Using an Ingestible Telemetric Temperature Pill to Assess Gastrointestinal Temperature During Exercise
  • Research • Medicine
    Design, Fabrication, and Administration of the Hand Active Sensation Test (HASTe)
  • Research • Medicine
    MRI-guided dmPFC-rTMS as a Treatment for Treatment-resistant Major Depressive Disorder
  • Research • Medicine
    Functional Human Liver Preservation and Recovery by Means of Subnormothermic Machine Perfusion
  • Research • Medicine
    A Multicenter MRI Protocol for the Evaluation and Quantification of Deep Vein Thrombosis
  • Research • Medicine
    Determining The Electromyographic Fatigue Threshold Following a Single Visit Exercise Test
  • Research • Medicine
    Use of Electromagnetic Navigational Transthoracic Needle Aspiration (E-TTNA) for Sampling of Lung Nodules
  • Research • Medicine
    Trabecular Meshwork Response to Pressure Elevation in the Living Human Eye
  • Research • Medicine
    In Vivo, Percutaneous, Needle Based, Optical Coherence Tomography of Renal Masses
  • Research • Medicine
    Establishment of Human Epithelial Enteroids and Colonoids from Whole Tissue and Biopsy
  • Research • Medicine
    Human Brown Adipose Tissue Depots Automatically Segmented by Positron Emission Tomography/Computed Tomography and Registered Magnetic Resonance Images
  • Research • Medicine
    Preparation and Respirometric Assessment of Mitochondria Isolated from Skeletal Muscle Tissue Obtained by Percutaneous Needle Biopsy
  • Research • Medicine
    A Methodological Approach to Non-invasive Assessments of Vascular Function and Morphology
  • Research • Medicine
    Isolation and Immortalization of Patient-derived Cell Lines from Muscle Biopsy for Disease Modeling
  • Research • Medicine
    State of the Art Cranial Ultrasound Imaging in Neonates
  • Research • Medicine
    Measurement of Dynamic Scapular Kinematics Using an Acromion Marker Cluster to Minimize Skin Movement Artifact
  • Research • Medicine
    The Supraclavicular Fossa Ultrasound View for Central Venous Catheter Placement and Catheter Change Over Guidewire
  • Research • Medicine
    Ultrasound Assessment of Endothelial-Dependent Flow-Mediated Vasodilation of the Brachial Artery in Clinical Research
  • Research • Medicine
    Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging
  • Research • Medicine
    A Neuroscientific Approach to the Examination of Concussions in Student-Athletes
  • Research • Medicine
    DTI of the Visual Pathway - White Matter Tracts and Cerebral Lesions
  • Research • Medicine
    Collection, Isolation, and Flow Cytometric Analysis of Human Endocervical Samples
  • Research • Medicine
    Fundus Photography as a Convenient Tool to Study Microvascular Responses to Cardiovascular Disease Risk Factors in Epidemiological Studies
  • Research • Medicine
    A Multi-Modal Approach to Assessing Recovery in Youth Athletes Following Concussion
  • Research • Medicine
    Clinical Assessment of Spatiotemporal Gait Parameters in Patients and Older Adults
  • Research • Medicine
    Multi-electrode Array Recordings of Human Epileptic Postoperative Cortical Tissue
  • Research • Medicine
    Collection and Extraction of Saliva DNA for Next Generation Sequencing
  • Research • Medicine
    Fast and Accurate Exhaled Breath Ammonia Measurement
  • Research • Medicine
    Developing Neuroimaging Phenotypes of the Default Mode Network in PTSD: Integrating the Resting State, Working Memory, and Structural Connectivity
  • Research • Medicine
    Two Methods for Establishing Primary Human Endometrial Stromal Cells from Hysterectomy Specimens
  • Research • Medicine
    Assessment of Vascular Function in Patients With Chronic Kidney Disease
  • Research • Medicine
    Coordinate Mapping of Hyolaryngeal Mechanics in Swallowing
  • Research • Medicine
    Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy
  • Research • Medicine
    EEG Mu Rhythm in Typical and Atypical Development
  • Research • Medicine
    The Multiple Sclerosis Performance Test (MSPT): An iPad-Based Disability Assessment Tool
  • Research • Medicine
    Isolation and Functional Characterization of Human Ventricular Cardiomyocytes from Fresh Surgical Samples
  • Research • Medicine
    Dynamic Visual Tests to Identify and Quantify Visual Damage and Repair Following Demyelination in Optic Neuritis Patients
  • Research • Medicine
    Primary Culture of Human Vestibular Schwannomas
  • Research • Medicine
    Utility of Dissociated Intrinsic Hand Muscle Atrophy in the Diagnosis of Amyotrophic Lateral Sclerosis
  • Research • Medicine
    Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly
  • Research • Medicine
    Pulse Wave Velocity Testing in the Baltimore Longitudinal Study of Aging
  • Research • Medicine
    Isolation, Culture, and Imaging of Human Fetal Pancreatic Cell Clusters
  • Research • Medicine
    3D-Neuronavigation In Vivo Through a Patient's Brain During a Spontaneous Migraine Headache
  • Research • Medicine
    A Novel Application of Musculoskeletal Ultrasound Imaging
  • Research • Medicine
    Computerized Dynamic Posturography for Postural Control Assessment in Patients with Intermittent Claudication
  • Research • Medicine
    Collecting Saliva and Measuring Salivary Cortisol and Alpha-amylase in Frail Community Residing Older Adults via Family Caregivers
  • Research • Medicine
    Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
  • Research • Medicine
    Transcriptomic Analysis of Human Retinal Surgical Specimens Using jouRNAl
  • Research • Medicine
    Improved Protocol For Laser Microdissection Of Human Pancreatic Islets From Surgical Specimens
  • Research • Medicine
    Evaluation of Respiratory Muscle Activation Using Respiratory Motor Control Assessment (RMCA) in Individuals with Chronic Spinal Cord Injury
  • Research • Medicine
    Minimal Erythema Dose (MED) Testing
  • Research • Medicine
    Measuring Cardiac Autonomic Nervous System (ANS) Activity in Children
  • Research • Medicine
    Collecting And Measuring Wound Exudate Biochemical Mediators In Surgical Wounds
  • Research • Medicine
    A Research Method For Detecting Transient Myocardial Ischemia In Patients With Suspected Acute Coronary Syndrome Using Continuous ST-segment Analysis
  • Research • Medicine
    Using a Chemical Biopsy for Graft Quality Assessment
  • Research • Medicine
    Characterizing Exon Skipping Efficiency in DMD Patient Samples in Clinical Trials of Antisense Oligonucleotides
  • Research • Medicine
    In Vitro Assessment of Cardiac Function Using Skinned Cardiomyocytes
  • Research • Medicine
    Normothermic Ex Situ Heart Perfusion in Working Mode: Assessment of Cardiac Function and Metabolism
  • Research • Medicine
    Evaluation of Vascular Control Mechanisms Utilizing Video Microscopy of Isolated Resistance Arteries of Rats
  • Research • Medicine
    Bronchoalveolar Lavage (BAL) for Research; Obtaining Adequate Sample Yield
  • Research • Medicine
    Non-invasive Optical Measurement of Cerebral Metabolism and Hemodynamics in Infants
  • Research • Medicine
    Tilt Testing with Combined Lower Body Negative Pressure: a "Gold Standard" for Measuring Orthostatic Tolerance
  • Research • Medicine
    Driving Simulation in the Clinic: Testing Visual Exploratory Behavior in Daily Life Activities in Patients with Visual Field Defects
  • Research • Medicine
    Isolation, Characterization and Comparative Differentiation of Human Dental Pulp Stem Cells Derived from Permanent Teeth by Using Two Different Methods
  • Research • Medicine
    Portable Intermodal Preferential Looking (IPL): Investigating Language Comprehension in Typically Developing Toddlers and Young Children with Autism
  • Research • Medicine
    Intraoperative Detection of Subtle Endometriosis: A Novel Paradigm for Detection and Treatment of Pelvic Pain Associated with the Loss of Peritoneal Integrity
  • Research • Medicine
    The Use of Primary Human Fibroblasts for Monitoring Mitochondrial Phenotypes in the Field of Parkinson's Disease
  • Research • Medicine
    Collection Protocol for Human Pancreas
  • Research • Medicine
    The α-test: Rapid Cell-free CD4 Enumeration Using Whole Saliva
  • Research • Medicine
    The Measurement and Treatment of Suppression in Amblyopia
  • Research • Medicine
    Corneal Donor Tissue Preparation for Endothelial Keratoplasty
  • Research • Medicine
    Quantification of Atherosclerotic Plaque Activity and Vascular Inflammation using [18-F] Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography (FDG-PET/CT)
  • Research • Medicine
    Eye Tracking Young Children with Autism
  • Research • Medicine
    Doppler Optical Coherence Tomography of Retinal Circulation
  • Research • Medicine
    Utilizing Transcranial Magnetic Stimulation to Study the Human Neuromuscular System
  • Research • Medicine
    Detection and Genogrouping of Noroviruses from Children's Stools By Taqman One-step RT-PCR
  • Research • Medicine
    Method to Measure Tone of Axial and Proximal Muscle
  • Research • Medicine
    The Trier Social Stress Test Protocol for Inducing Psychological Stress
  • Research • Medicine
    Probing the Brain in Autism Using fMRI and Diffusion Tensor Imaging
  • Research • Medicine
    Multifocal Electroretinograms
  • Research • Medicine
    Isolation of Human Islets from Partially Pancreatectomized Patients
  • Research • Medicine
    Examining the Characteristics of Episodic Memory using Event-related Potentials in Patients with Alzheimer's Disease
  • Research • Medicine
    Magnetic Resonance Imaging Quantification of Pulmonary Perfusion using Calibrated Arterial Spin Labeling
  • Research • Medicine
    Manual Muscle Testing: A Method of Measuring Extremity Muscle Strength Applied to Critically Ill Patients
  • Research • Medicine
    Expired CO2 Measurement in Intubated or Spontaneously Breathing Patients from the Emergency Department
  • Research • Medicine
    A Protocol for Comprehensive Assessment of Bulbar Dysfunction in Amyotrophic Lateral Sclerosis (ALS)
  • Research • Medicine
    An Investigation of the Effects of Sports-related Concussion in Youth Using Functional Magnetic Resonance Imaging and the Head Impact Telemetry System
  • Research • Medicine
    Corneal Confocal Microscopy: A Novel Non-invasive Technique to Quantify Small Fibre Pathology in Peripheral Neuropathies
  • Research • Medicine
    Methods to Quantify Pharmacologically Induced Alterations in Motor Function in Human Incomplete SCI
  • Research • Medicine
    Multispectral Real-time Fluorescence Imaging for Intraoperative Detection of the Sentinel Lymph Node in Gynecologic Oncology
  • Research • Medicine
    Technique to Collect Fungiform (Taste) Papillae from Human Tongue
  • Research • Medicine
    Assessing Endothelial Vasodilator Function with the Endo-PAT 2000
  • Research • Medicine
    Making Sense of Listening: The IMAP Test Battery
  • Research • Medicine
    An Experimental Paradigm for the Prediction of Post-Operative Pain (PPOP)
  • Research • Biology
    Bioelectric Analyses of an Osseointegrated Intelligent Implant Design System for Amputees
  • Research • Biology
    Demonstration of Cutaneous Allodynia in Association with Chronic Pelvic Pain
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