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Borończyk M, Zduńska A, Węgrzynek-Gallina J, Grodzka O, Lasek-Bal A, Domitrz I. Migraine and stroke: correlation, coexistence, dependence - a modern perspective. J Headache Pain 2025; 26:39. [PMID: 39979846 PMCID: PMC11844069 DOI: 10.1186/s10194-025-01973-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Accepted: 02/04/2025] [Indexed: 02/22/2025] Open
Abstract
BACKGROUND Migraine is a chronic neurological condition that has a well-documented, yet not fully understood connection to stroke, particularly in patients who experience migraine with aura (MA). Although migraine can rarely be directly related to stroke, in the form of migrainous infarction, it serves as an independent risk factor, particularly when combined with other factors such as smoking or hypertension. This study will thoroughly review and summarize the existing literature regarding the relationship between migraine and stroke. MAIN TEXT Several key processes are common to both stroke and migraine. These include cortical spreading depression, particularly in MA, endothelial dysfunction, which activates local inflammatory responses, and vasculopathy, which often appears as white matter hyperintensities on neuroimaging. Furthermore, microRNAs also play a significant role in the pathogenesis of both migraine and stroke by targeting genes such as CALCA, which regulates calcitonin gene-related peptide, a factor involved in the pathophysiology of both conditions. There are also several genetic links between migraine and stroke, including both monogenic diseases and common risk loci. Moreover, various conditions are linked to both migraine and stroke, including patent foramen ovale (PFO), atrial fibrillation, carotid artery dissection, platelet dysfunction, dyslipidemia, obesity, hyperhomocysteinemia, and elevated estrogen levels, such as in combined hormonal contraceptives. Notably, PFO is often found in patients who have experienced a cryptogenic stroke, as well as in those with MA. While microemboli associated with PFO may provoke ischemic events and migraine attacks, the effectiveness of PFO closure in alleviating migraine symptoms has produced varying results. Migraine is linked to worse outcomes after ischemic stroke, including larger stroke volumes and poorer functional outcomes, while the connection between migraines and hemorrhagic stroke is less understood. Furthermore, migraine may serve as a stroke mimic (condition presenting with symptoms similar to ischemic stroke) or a stroke chameleon (unrecognized stroke misdiagnosed as migraine), leading to significant diagnostic and treatment errors. CONCLUSIONS The interplay between migraine and stroke is complex, involving shared pathophysiology and overlapping risk factors. While migraine can serve as both a cause and a risk factor for stroke, the precise mechanisms remain unclear, warranting further research to clarify their connection and enhance clinical management.
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Affiliation(s)
- Michał Borończyk
- Department of Neurology, Faculty of Health Sciences in Katowice, Medical University of Silesia in Katowice, Ziołowa 45/47, Katowice, 40-635, Poland.
- Department of Neurology, Upper-Silesian Medical Centre in Katowice, Ziołowa 45/47, Katowice, 40-635, Poland.
| | - Anna Zduńska
- Department of Neurology, Faculty of Medicine and Dentistry, Medical University of Warsaw, Bielanski Hospital, Cegłowska 80, Warsaw, 01-809, Poland
| | - Julia Węgrzynek-Gallina
- Department of Neurology, Faculty of Medical Sciences, University Clinical Centre of Medical University of Silesia, Medyków 14, Katowice, 40-752, Poland
| | - Olga Grodzka
- Department of Neurology, Faculty of Medicine and Dentistry, Medical University of Warsaw, Bielanski Hospital, Cegłowska 80, Warsaw, 01-809, Poland
- Doctoral School, Medical University of Warsaw, Żwirki i Wigury 61, Warsaw, 02-091, Poland
| | - Anetta Lasek-Bal
- Department of Neurology, Faculty of Health Sciences in Katowice, Medical University of Silesia in Katowice, Ziołowa 45/47, Katowice, 40-635, Poland
- Department of Neurology, Upper-Silesian Medical Centre in Katowice, Ziołowa 45/47, Katowice, 40-635, Poland
| | - Izabela Domitrz
- Department of Neurology, Faculty of Medicine and Dentistry, Medical University of Warsaw, Bielanski Hospital, Cegłowska 80, Warsaw, 01-809, Poland
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Sookdeo A, Shaikh YM, Bhattacharjee M, Khan J, Alvi WA, Arshad MS, Tariq AH, Muzammil M. Current understanding of stroke and stroke mimics in adolescents and young adults: a narrative review. Int J Emerg Med 2024; 17:180. [PMID: 39604823 PMCID: PMC11600681 DOI: 10.1186/s12245-024-00771-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 11/17/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND Stroke in adolescents and young adults are uncommon, and unlike in older adults, the etiology can be a challenging puzzle to solve. Patients often lack traditional risk factors such as hypertension or may be too young for suspected atherosclerotic disease. Additionally, among this group, various stroke mimics exist that can cloud physician judgment, leading to under- or overtreatment. AIM There is a significant gap in the current literature and clinical evidence regarding stroke in this population. This review of the literature aims to extract important information surrounding the etiology, risk factors, diagnosis, management, and complications of stroke in younger people and address stroke mimics and how they can appear similar and different from ischemic or hemorrhagic stroke. Additionally, we discuss the importance of furthering research in this specific population in all areas due to a concerning rise in stroke frequency and unique associated disabilities. CONCLUSION The acute treatment of stroke in young patients is similar to older adults. While stroke mimics may complicate suspicion and cause hesitance, delays in stroke care should be avoided. There remains a need for research in the areas of diagnosis, management, and assessment of long-term care and challenges in this population of patients.
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Affiliation(s)
- Avinash Sookdeo
- St. George's University School of Medicine, St. Georges, Grenada.
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Macias-Gómez A, Suárez-Pérez A, Rodríguez-Campello A, Giralt-Steinhauer E, Moreira A, Guisado-Alonso D, Capellades J, Fernández-Pérez I, Jiménez-Conde J, Rey L, Jiménez-Balado J, Roquer J, Ois Á, Cuadrado-Godia E. Factors associated with migraine aura mimicking stroke in code stroke. Neurol Sci 2023; 44:2113-2120. [PMID: 36749530 DOI: 10.1007/s10072-023-06641-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 01/23/2023] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Migraine with aura (MA) is a frequent stroke simulator that can lead to erroneous diagnosis and subsequent unnecessary acute or secondary prevention treatments. We analyzed clinical and laboratory data of migraine with aura and ischemic stroke patients to detect differences that could help in the diagnosis. METHODS Retrospective analysis of a consecutive register of code strokes between January 2005 and June 2020. Diagnosis of ischemic stroke or MA was collected. Multivariable logistic regression analyses were performed to test associations between clinical and blood data with ischemic stroke. RESULTS Of 3140 code strokes, 2424 (77.2%) were ischemic strokes and 34 (1.1%) were MA. Migraine cases were younger, more frequently females and with lower prevalence of vascular risk factors. Initial NIHSS was lower in MA cases, but no differences were seen in fibrinolysis rate (30%). Blood test showed lower levels of glucose, D-dimer, and fibrinogen in MA cases. Multivariable model showed and independent association for ischemic stroke with age [OR, (95%CI): 1.09, (1.07-1.12, p < 0.001], male sex [OR, (95%CI): 4.47, (3.80-5.13), p < 0.001], initial NIHSS [OR, (95%CI): 1.21, (1.07-1.34), p < 0.01], and fibrinogen levels [OR, (95%CI): 1.01, (1.00-1.01), p < 0.05]. A model including sex male OR: 3.55 [2.882; 4.598], p < 0.001, and cutoff points (age > 65, OR: 7.953 [7.256; 8.649], p < 0.001, NIHSS > 6, OR: 3.740 [2.882; 4.598], p < 0.01, and fibrinogen > 400 mg/dL, OR: 2.988 [2.290; 3.686], p < 0.01) showed a good global discrimination capability AUC = 0.89 (95%CI: 0.88-0.94). CONCLUSIONS In code stroke, a model including age, sex, NIHSS, and fibrinogen showed a good discrimination capability to differentiate between MA and Ischemic stroke. Whether these variables can be implemented in a diagnostic rule should be tested in future studies.
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Affiliation(s)
- Adrià Macias-Gómez
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain.,Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Antoni Suárez-Pérez
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain.,Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Ana Rodríguez-Campello
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain.,Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Eva Giralt-Steinhauer
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain. .,Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain.
| | - Antía Moreira
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain
| | - Daniel Guisado-Alonso
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain
| | - Jaume Capellades
- Neuroradiology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain
| | - Isabel Fernández-Pérez
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain.,Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Jordi Jiménez-Conde
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain.,Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Lucía Rey
- Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Joan Jiménez-Balado
- Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Jaume Roquer
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain.,Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Ángel Ois
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain.,Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Elisa Cuadrado-Godia
- Neurology Department, Hospital del Mar, Passeig Marítim de la Barceloneta 25-29, 08003, Barcelona, Spain.,Neurovascular Research Group, IMIM-Hospital del Mar Medical Research Institute, Carrer del Dr. Aiguader, 88, 08003, Barcelona, Spain
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H. Buck B, Akhtar N, Alrohimi A, Khan K, Shuaib A. Stroke mimics: incidence, aetiology, clinical features and treatment. Ann Med 2021; 53:420-436. [PMID: 33678099 PMCID: PMC7939567 DOI: 10.1080/07853890.2021.1890205] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 02/08/2021] [Indexed: 12/13/2022] Open
Abstract
Mimics account for almost half of hospital admissions for suspected stroke. Stroke mimics may present as a functional (conversion) disorder or may be part of the symptomatology of a neurological or medical disorder. While many underlying conditions can be recognized rapidly by careful assessment, a significant proportion of patients unfortunately still receive thrombolysis and admission to a high-intensity stroke unit with inherent risks and unnecessary costs. Accurate diagnosis is important as recurrent presentations may be common in many disorders. A non-contrast CT is not sufficient to make a diagnosis of acute stroke as the test may be normal very early following an acute stroke. Multi-modal CT or magnetic resonance imaging (MRI) may be helpful to confirm an acute ischaemic stroke and are necessary if stroke mimics are suspected. Treatment in neurological and medical mimics results in prompt resolution of the symptoms. Treatment of functional disorders can be challenging and is often incomplete and requires early psychiatric intervention.
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Affiliation(s)
- Brian H. Buck
- Department of Medicine (Neurology), University of Alberta, Edmonton, Canada
| | - Naveed Akhtar
- Neurological Institute, Hamad Medical Corporation, Doha, Qatar
| | - Anas Alrohimi
- Department of Medicine (Neurology), University of Alberta, Edmonton, Canada
- Department of Medicine (Neurology), King Saud University, Riyadh, Saudi Arabia
| | - Khurshid Khan
- Department of Medicine (Neurology), University of Alberta, Edmonton, Canada
| | - Ashfaq Shuaib
- Department of Medicine (Neurology), University of Alberta, Edmonton, Canada
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Scutelnic A, Mattle HP, Branca M, Jung S, Reichlin T, Fischer U, Schankin CJ. Migraine and atrial fibrillation: a systematic review. Eur J Neurol 2021; 29:910-920. [PMID: 34826198 DOI: 10.1111/ene.15198] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 11/05/2021] [Accepted: 11/18/2021] [Indexed: 12/28/2022]
Abstract
BACKGROUND AND PURPOSE Patients with migraine are at increased risk of stroke. The aim was to systematically review the current literature on the association between migraine and atrial fibrillation, which is a relevant risk factor for stroke. METHODS PubMed was searched for 'migraine' AND 'atrial fibrillation' and selected original investigations on the association of migraine and atrial fibrillation for our analysis. Articles without original data, such as guidelines, narrative reviews, editorials and others, were excluded. RESULTS In all, 109 publications were found. Twenty-two were included and analysed for this review. The population-based Atherosclerosis Risk in Communities study showed a significant association of migraine with visual aura and incident atrial fibrillation (hazard ratio 1.30, 95% confidence interval 1.03-1.62, p = 0.02), but not for migraine without aura, compared to non-headache persons after multivariable adjustment for vascular risk factors. An even larger population-based study in Denmark confirmed this association (odds ratio 1.25, 95% confidence interval 1.16-1.36). Studies investigating patients with ischaemic stroke and migraine are methodologically insufficient and provide contradictory results. Ablation therapy for atrial fibrillation in patients with migraine might reduce migraine attacks, but transient post-ablation new-onset migraine-like headaches in persons without a history of migraine have also been reported. CONCLUSION Population-based studies indicate a significant association of migraine with aura and atrial fibrillation. In practical terms, screening for atrial fibrillation in patients who have a long history of migraine might be reasonable, whereas in patients with stroke or other disorders and migraine extensive screening for atrial fibrillation should be performed as in all patients without migraine.
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Affiliation(s)
- Adrian Scutelnic
- Department of Neurology, Inselspital, University Hospital Bern, University of Bern, Bern, Switzerland
| | - Heinrich P Mattle
- Department of Neurology, Inselspital, University Hospital Bern, University of Bern, Bern, Switzerland
| | - Mattia Branca
- Clinical Trials Unit Bern, University of Bern, Bern, Switzerland
| | - Simon Jung
- Department of Neurology, Inselspital, University Hospital Bern, University of Bern, Bern, Switzerland
| | - Tobias Reichlin
- Department of Cardiology, Inselspital, University Hospital Bern, University of Bern, Bern, Switzerland
| | - Urs Fischer
- Department of Neurology, Inselspital, University Hospital Bern, University of Bern, Bern, Switzerland.,Department of Neurology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Christoph J Schankin
- Department of Neurology, Inselspital, University Hospital Bern, University of Bern, Bern, Switzerland
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Pohl M, Hesszenberger D, Kapus K, Meszaros J, Feher A, Varadi I, Pusch G, Fejes E, Tibold A, Feher G. Ischemic stroke mimics: A comprehensive review. J Clin Neurosci 2021; 93:174-182. [PMID: 34656244 DOI: 10.1016/j.jocn.2021.09.025] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 09/01/2021] [Accepted: 09/12/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND Ischemic stroke is the leading cause of disability and one of the leading causes of death. Ischemic stroke mimics (SMs) can account for a noteble number of diagnosed acute strokes and even can be thrombolyzed. METHODS The aim of our comprehensive review was to summarize the findings of different studies focusing on the prevalence, type, risk factors, presenting symptoms, and outcome of SMs in stroke/thrombolysis situations. RESULTS Overall, 61 studies were selected with 62.664 participants. Ischemic stroke mimic rate was 24.8% (15044/60703). Most common types included peripheral vestibular dysfunction in 23.2%, toxic/metabolic in 13.2%, seizure in 13%, functional disorder in 9.7% and migraine in 7.76%. Ischemic stroke mimic have less vascular risk factors, younger age, female predominance, lower (nearly normal) blood pressure, no or less severe symptoms compared to ischemic stroke patients (p < 0.05 in all cases). 61.7% of ischemic stroke patients were thrombolysed vs. 26.3% among SMs (p < 0.001). (p < 0.001). Overall intracranial hemorrhage was reported in 9.4% of stroke vs. 0.7% in SM patients (p < 0.001). Death occurred in 11.3% of stroke vs 1.9% of SM patients (p < 0.001). Excellent outcome was (mRS 0-1) was reported in 41.8% ischemic stroke patients vs. 68.9% SMs (p < 0.001). Apart from HINTS manouvre or Hoover sign there is no specific method in the identification of mimics. MRI DWI or perfusion imaging have a role in the setup of differential diagnosis, but merit further investigation. CONCLUSION Our article is among the first complex reviews focusing on ischemic stroke mimics. Although it underscores the safety of thrombolysis in this situation, but also draws attention to the need of patient evaluation by physicians experienced in the diagnosis of both ischemic stroke and SMs, especially in vertigo, headache, seizure and conversional disorders.
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Affiliation(s)
- Marietta Pohl
- Centre for Occupational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | | | - Krisztian Kapus
- Centre for Occupational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Janos Meszaros
- Centre for Occupational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | | | - Imre Varadi
- Centre for Occupational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | | | | | - Antal Tibold
- Centre for Occupational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Gergely Feher
- Centre for Occupational Medicine, Medical School, University of Pécs, Pécs, Hungary; Neurology Outpatient Clinic, EÜ-MED KFT, Komló, Hungary.
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Chong CD, Zhang J, Li J, Wu T, Dumkrieger G, Nikolova S, Ross K, Stegmann G, Liss J, Schwedt TJ, Jayasuriya S, Berisha V. Altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury. J Headache Pain 2021; 22:82. [PMID: 34301180 PMCID: PMC8305503 DOI: 10.1186/s10194-021-01296-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 07/12/2021] [Indexed: 01/03/2023] Open
Abstract
Background/objective Changes in speech can be detected objectively before and during migraine attacks. The goal of this study was to interrogate whether speech changes can be detected in subjects with post-traumatic headache (PTH) attributed to mild traumatic brain injury (mTBI) and whether there are within-subject changes in speech during headaches compared to the headache-free state. Methods Using a series of speech elicitation tasks uploaded via a mobile application, PTH subjects and healthy controls (HC) provided speech samples once every 3 days, over a period of 12 weeks. The following speech parameters were assessed: vowel space area, vowel articulation precision, consonant articulation precision, average pitch, pitch variance, speaking rate and pause rate. Speech samples of subjects with PTH were compared to HC. To assess speech changes associated with PTH, speech samples of subjects during headache were compared to speech samples when subjects were headache-free. All analyses were conducted using a mixed-effect model design. Results Longitudinal speech samples were collected from nineteen subjects with PTH (mean age = 42.5, SD = 13.7) who were an average of 14 days (SD = 32.2) from their mTBI at the time of enrollment and thirty-one HC (mean age = 38.7, SD = 12.5). Regardless of headache presence or absence, PTH subjects had longer pause rates and reductions in vowel and consonant articulation precision relative to HC. On days when speech was collected during a headache, there were longer pause rates, slower sentence speaking rates and less precise consonant articulation compared to the speech production of HC. During headache, PTH subjects had slower speaking rates yet more precise vowel articulation compared to when they were headache-free. Conclusions Compared to HC, subjects with acute PTH demonstrate altered speech as measured by objective features of speech production. For individuals with PTH, speech production may have been more effortful resulting in slower speaking rates and more precise vowel articulation during headache vs. when they were headache-free, suggesting that speech alterations were related to PTH and not solely due to the underlying mTBI.
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Affiliation(s)
- Catherine D Chong
- Department of Neurology, Mayo Clinic, Phoenix, AZ, USA. .,ASU-Mayo Center for Innovative Imaging, Phoenix, AZ, USA.
| | - Jianwei Zhang
- School of Electrical, Computer and Energy Engineering and College of Health Solutions, Arizona State University, Tempe, AZ, USA
| | - Jing Li
- School of Industrial and Systems Engineering, Georgia Tech, Atlanta, GA, USA
| | - Teresa Wu
- ASU-Mayo Center for Innovative Imaging, Phoenix, AZ, USA.,School of Computing, Informatics, Decision Systems Engineering, Arizona State University, Tempe, AZ, USA
| | | | | | | | - Gabriela Stegmann
- College of Health Solutions, Arizona State University, Tempe, AZ, USA
| | - Julie Liss
- School of Electrical, Computer and Energy Engineering and College of Health Solutions, Arizona State University, Tempe, AZ, USA
| | - Todd J Schwedt
- Department of Neurology, Mayo Clinic, Phoenix, AZ, USA.,ASU-Mayo Center for Innovative Imaging, Phoenix, AZ, USA
| | - Suren Jayasuriya
- School of Electrical, Computer and Energy Engineering and College of Health Solutions, Arizona State University, Tempe, AZ, USA.,School of Arts, Media and Engineering, Arizona State University, Tempe, AZ, USA
| | - Visar Berisha
- School of Electrical, Computer and Energy Engineering and College of Health Solutions, Arizona State University, Tempe, AZ, USA.,College of Health Solutions, Arizona State University, Tempe, AZ, USA
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