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Welker, Kirk M.

https://orcid.org/0000-0003-1293-2887

Mayo Clinic

Mayo Clinic

Citations 24

Video Games—Cognitive Help or Hindrance?
Welker, Kirk M.

JAMA Network Open | October 24, 2022 | Volume: 5 | Issue: 10 | Pages: e2235729

10.1001/jamanetworkopen.2022.35729 Get It

Enhanced clinical task-based fMRI metrics through locally low-rank denoising of complex-valued data
Meyer, Nolan , Black, David F. , Welker, Kirk M. , Gray, Erin M. , In, Myung‐Ho , Shu, Yunhong , Trzasko, Joshua D. , Meyer, Nolan K , Huston Iii, John, In, Myung-Ho , Kang, Daehun , Campeau, Norbert G. , Huston, John , Bernstein, Matt A.

The Neuroradiology Journal | September 5, 2022 | Volume: 36 | Issue: 3 | Pages: 273-288

10.1177/19714009221122171 Get It

Objective This study investigates a locally low-rank (LLR) denoising algorithm applied to source images from a clinical task-based functional MRI (fMRI) exam before post-processing for improving statistical confidence of task-based activation maps. Methods Task-based motor and language fMRI was obtained in eleven healthy volunteers under an IRB approved protocol. LLR denoising was then applied to raw complex-valued image data before fMRI processing. Activation maps generated from conventional non-denoised (control) data were compared with maps derived from LLR-denoised image data. Four board-certified neuroradiologists completed consensus assessment of activation maps; region-specific and aggregate motor and language consensus thresholds were then compared with nonparametric statistical tests. Additional evaluation included retrospective truncation of exam data without and with LLR denoising; a ROI-based analysis tracked t-statistics and temporal SNR (tSNR) as scan durations decreased. A test-retest assessment was performed; retest data were matched with initial test data and compared for one subject. Results fMRI activation maps generated from LLR-denoised data predominantly exhibited statistically significant ( p = 4.88×10 –4 to p = 0.042; one p = 0.062) increases in consensus t-statistic thresholds for motor and language activation maps. Following data truncation, LLR data showed task-specific increases in t-statistics and tSNR respectively exceeding 20 and 50% compared to control. LLR denoising enabled truncation of exam durations while preserving cluster volumes at fixed thresholds. Test-retest showed variable activation with LLR data thresholded higher in matching initial test data. Conclusion LLR denoising affords robust increases in t-statistics on fMRI activation maps compared to routine processing, and offers potential for reduced scan duration while preserving map quality.
Current concepts of cross-sectional and functional anatomy of the cerebellum: a pictorial review and atlas
Black, David F. , Blezek, Daniel J. , Brinjikji, Waleed , Welker, Kirk M. , Lehman, Vance T. , DeLone, David R. , Kaufmann, Timothy J.

The British Journal of Radiology | January 3, 2020 | Volume: 93 | Issue: 1106 | Pages: No page available

10.1259/bjr.20190467 Get It

Recognition of key concepts of structural and functional anatomy of the cerebellum can facilitate image interpretation and clinical correlation. Recently, the human brain mapping literature has increased our understanding of cerebellar anatomy, function, connectivity with the cerebrum, and significance of lesions involving specific areas. Both the common names and numerically based Schmahmann classifications of cerebellar lobules are illustrated. Anatomic patterns, or signs, of key fissures and white matter branching are introduced to facilitate easy recognition of the major anatomic features. Color-coded overlays of cross-sectional imaging are provided for reference of more complex detail. Examples of exquisite detail of structural and functional cerebellar anatomy at 7 T MRI are also depicted. The functions of the cerebellum are manifold with the majority of areas involved with non-motor association function. Key concepts of lesion–symptom mapping which correlates lesion location to clinical manifestation are introduced, emphasizing that lesions in most areas of the cerebellum are associated with predominantly non-motor deficits. Clinical correlation is reinforced with examples of intrinsic pathologic derangement of cerebellar anatomy and altered functional connectivity due to pathology of the cerebral hemisphere. The purpose of this pictorial review is to illustrate basic concepts of these topics in a cross-sectional imaging-based format that can be easily understood and applied by radiologists.
Image Artifact Management for Clinical Magnetic Resonance Imaging on a 7 T Scanner Using Single-Channel Radiofrequency Transmit Mode
Fagan, Andrew , Welker, Kirk M. , Amrami, Kimberly K. , Frick, Matthew A., Watson, Robert E. , Kollasch, Peter , Chebrolu, Venkata V. , Felmlee, Joel P. , Fagan, Andrew J

Investigative Radiology | September 10, 2019 | Volume: 54 | Issue: 12 | Pages: 781-791

10.1097/rli.0000000000000598 Get It

Objectives The aim of this work was to devise mitigation strategies for addressing a range of image artifacts on a clinical 7 T magnetic resonance imaging scanner using the regulatory-approved single-channel radiofrequency transmit mode and vendor-supplied radiofrequency coils to facilitate clinical scanning within reasonable scan times. Materials and Methods Optimized imaging sequence protocols were developed for routine musculoskeletal knee and neurological imaging. Sources of severe image nonuniformities were identified, and mitigation strategies were devised. A range of custom-made high permittivity dielectric pads were used to compensate for B1 + and B1 − inhomogeneities, and also for magnetic susceptibility-induced signal dropouts particularly in the basal regions of the temporal lobes and in the cerebellum. Results Significant improvements in image uniformity were obtained using dielectric pads in the knee and brain. A combination of small voxels, reduced field of view B0 shimming, and high in-plane parallel imaging factors helped to minimize signal loss in areas of high susceptibility-induced field distortions. The high inherent signal-to-noise ratio at 7 T allowed for high receiver bandwidths and thin slices to minimize chemical shift artifacts. Intermittent artifacts due to radiofrequency inversion pulse limitations (power, bandwidth) were minimized with dielectric pads. A patient with 2 implanted metallic cranial fixation devices located within the radiofrequency transmit field was successfully imaged, with minimal image geometric distortions. Conclusions Challenges relating to severe image artifacts at 7 T using single-channel radiofrequency transmit functionality in the knee and brain were overcome using the approaches described in this article. The resultant high diagnostic image quality paves the way for incorporation of this technology into the routine clinical workflow. Further developmental efforts are required to expand the range of applications to other anatomical areas, and to expand the evidence- and knowledge-base relating to the safety of scanning patients with implanted metallic devices.
Segmentation errors and intertest reliability in automated and manually traced hippocampal volumes
Brinkmann, Benjamin H. , Kenney‐Jung, Daniel , Mandrekar, Jay , Watson, Robert E. , Welker, Kirk M. , Witte, Robert J. , Guragain, Hari, Watson, Robert E , Brinkmann, Benjamin H , Guragain, Hari, Britton, Jeffrey W.

Annals of Clinical and Translational Neurology | September 6, 2019 | Volume: 6 | Issue: 9 | Pages: 1807-1814

10.1002/acn3.50885 Get It

AbstractObjectiveTo rigorously compare automated atlas‐based and manual tracing hippocampal segmentation for accuracy, repeatability, and clinical acceptability given a relevant range of imaging abnormalities in clinical epilepsy.MethodsForty‐nine patients with hippocampal asymmetry were identified from our institutional radiology database, including two patients with significant anatomic deformations. Manual hippocampal tracing was performed by experienced technologists on 3T MPRAGE images, measuring hippocampal volume up to the tectal plate, excluding the hippocampal tail. The same images were processed using NeuroQuant and FreeSurfer software. Ten subjects underwent repeated manual hippocampal tracings by two additional technologists blinded to previous results to evaluate consistency. Ten patients with two clinical MRI studies had volume measurements repeated using NeuroQuant and FreeSurfer.ResultsFreeSurfer raw volumes were significantly lower than NeuroQuant (P < 0.001, right and left), and hippocampal asymmetry estimates were lower for both automatic methods than manual tracing (P < 0.0001). Differences remained significant after scaling volumes to age, gender, and scanner matched normative percentiles. Volume reproducibility was fair (0.4–0.59) for manual tracing, and excellent (>0.75) for both automated methods. Asymmetry index reproducibility was excellent (>0.75) for manual tracing and FreeSurfer segmentation and fair (0.4–0.59) for NeuroQuant segmentation. Both automatic segmentation methods failed on the two cases with anatomic deformations. Segmentation errors were visually identified in 25 NeuroQuant and 27 FreeSurfer segmentations, and nine (18%) NeuroQuant and six (12%) FreeSurfer errors were judged clinically significant.InterpretationAutomated hippocampal volumes are more reproducible than hand‐traced hippocampal volumes. However, these methods fail in some cases, and significant segmentation errors can occur.
Pediatric Functional Magnetic Resonance Imaging: Clinical Applications
Welker, Kirk M. , Ho, Mai‐Lan , Ho, Mai-Lan

Journal of Pediatric Neurology | July 20, 2017 | Volume: 16 | Issue: 02 | Pages: 078-093

10.1055/s-0037-1604216 Get It

AbstractTask-based functional magnetic resonance imaging (fMRI) is an imaging technique based on blood oxygenation level-dependent imaging. Maps of brain activation are generated during the performance of designated tasks involving eloquent functions, such as motor, sensory, visual, auditory, and/or language. Optimal performance of fMRI in children requires consideration of multiple psychological and physiological parameters. Also, a solid technical understanding is needed for appropriate study design, implementation, processing, and interpretation. In this article, the authors review the key principles of fMRI technique, study design, data processing, and interpretation. The important clinical applications in the pediatric population will be highlighted, accompanied by example cases from their institution.
Effect of Left Atrial Ablation Process and Strategy on Microemboli Formation During Irrigated Radiofrequency Catheter Ablation in an In Vivo Model
Takami, Mitsuru , Parker, Kay D., Welker, Kirk M. , Johnson, Susan B., Packer, Douglas L. , Lehmann, H. Immo

Circulation: Arrhythmia and Electrophysiology | January 14, 2016 | Volume: 9 | Issue: 1 | Pages: No page available

10.1161/circep.115.003226 Get It

Background— Formation of microemboli during catheter ablation has been suggested as a cause for asymptomatic cerebral emboli. However, it is unknown which part of the process and ablation setting/strategy is most strongly related to this occurrence. Methods and Results— A total of 27 pigs were used. Catheter/sheath manipulations in left atrium were performed in 25 of 27 pigs outfitted with microemboli monitoring systems. Ablations using open-irrigated radiofrequency catheters were performed in 18 of 25 pigs. Two of 27 pigs did not undergo left atrial procedures and were injected with microembolic materials in the carotid artery to serve as positive controls. In total, 334 sheath/catheter manipulations (transseptal puncture, sheath flushing, catheter insertion, pulmonary vein venography, and sheath exchange) and 333 radiofrequency applications (power setting, 30/50 W; point-by-point/drag ablations) were analyzed. High microbubble volume in the extracorporeal circulation loop and a high number of microembolic signals in carotid artery were observed during sheath/catheter manipulations especially in saline/contrast injections at fast speed and ablations with steam pop. Fast sheath flushing produced significantly higher microbubble volume than slow sheath flushing (median, 12 200 versus 121 nL; P <0.0001). A total of 44 of 126 (35%) blood filters in the circulation loop showed microparticles (thrombus/coagulum and tissue). Most of them were seen after radiofrequency application especially in 50-W ablations, drag ablations, and steam pop. Brain magnetic resonance imaging showed positive-embolic lesions in control pigs. Conclusions— Formation of microbubbles was the greatest during fast saline/contrast injections and steam pops, whereas high-power radiofrequency applications, drag ablations, and steam pops produced most of the microparticles.
MRI in radiation oncology: Underserved needs
McGee, Kiaran P. , Hu, Yanle , Tryggestad, E., Brinkmann, Debra H. , Witte, Bob, Welker, Kirk M. , Panda, Anshuman , Haddock, Michael G. , Bernstein, Matt A. , Tryggestad, Erik, Brinkmann, Debra, Welker, Kirk, Haddock, Michael, Bernstein, Matt A

Magnetic Resonance in Medicine | July 14, 2015 | Volume: 75 | Issue: 1 | Pages: 11-14

10.1002/mrm.25826 Get It

Superficial siderosis of the central nervous system associated with incomplete dural closure following posterior fossa surgery: report of 3 cases
Kumar, Ravi , Jacob, Jeffrey T. , Welker, Kirk M. , Cutrer, F. Michael , Link, Michael J., Atkinson, John L. D., Wetjen, Nicholas M. , Cutrer, Fred M

Journal of Neurosurgery | June 12, 2015 | Volume: 123 | Issue: 5 | Pages: 1326-1330

10.3171/2014.12.jns141920 Get It

This report reviews a series of 3 patients who developed superficial siderosis following posterior fossa operations in which dural closure was incomplete. In all 3 patients, revision surgery and complete duraplasty was performed to halt the progression of superficial siderosis. Following surgery, 2 patients experienced resolution of their CSF xanthochromia while 1 patient had reduced CSF xanthochromia. In this paper the authors also review the etiology, pathophysiology, diagnosis, and treatment of this condition. The authors suggest that posterior fossa dural patency and pseudomeningocele are risk factors for the latent development of superficial siderosis and recommend that revision duraplasty be performed in patients with posterior fossa pseudomeningoceles and superficial siderosis to prevent progression of the disease.
Retrospective Analysis of Interobserver Spatial Variability in the Localization of Broca's and Wernicke's Areas Using Three Different fMRI Language Paradigms
Black, David F. , DeLone, David R. , Fitz‐Gibbon, Patrick D., Carter, Rickey E. , Welker, Kirk M. , Fitz-Gibbon, Patrick D, Kaufmann, Timothy J. , Machulda, Mary M. , Carter, Rickey E

Journal of Neuroimaging | December 13, 2014 | Volume: 25 | Issue: 4 | Pages: 626-633

10.1111/jon.12179 Get It

ABSTRACTPURPOSETo determine interobserver spatial variability in language area localization using three commonly employed language tasks.MATERIALS AND METHODSWith institutional review board approval, 125 fMRI time series from 50 different clinical language cases were retrospectively reviewed by three blinded readers who selected 3‐dimensional points representing the perceived center of Wernicke's and Broca's areas using three language tasks (semantic decision, SD; sentence comprehension, SC; and silent word generation, WG). Point dispersion values were then calculated using the perimeter of the 3‐dimensional triangle defined by the three readers’ selections.RESULTSAfter resolving interobserver laterality disagreements, there was no difference in spatial variability between the three tasks (P = .069). The SD task had the fewest interobserver laterality disagreements (P = .028) and the SC task had fewer failed localizations for Broca's area (P = .050) and Wernicke's area (P = .013).CONCLUSIONWhile there were no differences between interobserver spatial variability in language area localization between the three tasks, language task choice impacts the accuracy of fMRI language area identification because tasks vary in their rates of interobserver laterality disagreements and failed localizations. A combination of tasks including one with low laterality disagreements (eg, SD) and one with few failed localizations (eg, SC) may offer the best combination.