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Feller JJ, Duff MC, Clough S, Jacobson GP, Roberts RA, Romero DJ. Evidence of Peripheral Vestibular Impairment Among Adults With Chronic Moderate-Severe Traumatic Brain Injury. Am J Audiol 2024; 33:1118-1134. [PMID: 39392912 PMCID: PMC11622786 DOI: 10.1044/2024_aja-24-00058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 06/17/2024] [Accepted: 07/03/2024] [Indexed: 10/13/2024] Open
Abstract
PURPOSE Traumatic brain injury (TBI) is a leading cause of death and disability among adults in the United States. There is evidence to suggest the peripheral vestibular system is vulnerable to damage in individuals with TBI. However, there are limited prospective studies that describe the type and frequency of vestibular impairment in individuals with chronic moderate-severe TBI (> 6 months postinjury). METHOD Cervical and ocular vestibular evoked myogenic potentials (VEMPs) and video head impulse test (vHIT) were used to assess the function of otolith organ and horizontal semicircular canal (hSCC) pathways in adults with chronic moderate-severe TBI and in noninjured comparison (NC) participants. Self-report questionnaires were administered to participants with TBI to determine prevalence of vestibular symptoms and quality of life associated with those symptoms. RESULTS Chronic moderate-severe TBI was associated with a greater degree of impairment in otolith organ, rather than hSCC, pathways. About 63% of participants with TBI had abnormal VEMP responses, compared to only ~10% with abnormal vHIT responses. The NC group had significantly less abnormal VEMP responses (~7%), while none of the NC participants had abnormal vHIT responses. As many as 80% of participants with TBI reported vestibular symptoms, and up to 36% reported that these symptoms negatively affected their quality of life. CONCLUSIONS Adults with TBI reported vestibular symptoms and decreased quality of life related to those symptoms and had objective evidence of peripheral vestibular impairment. Vestibular testing for adults with chronic TBI who report persistent dizziness and imbalance may serve as a guide for treatment and rehabilitation in these individuals.
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Affiliation(s)
- Jessica J. Feller
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Neuroscience Graduate Program, Vanderbilt University, Nashville, TN
| | - Melissa C. Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Sharice Clough
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
| | - Gary P. Jacobson
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Richard A. Roberts
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Daniel J. Romero
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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Beauchamp MH, Dégeilh F, Rose SC. Improving outcome after paediatric concussion: challenges and possibilities. THE LANCET. CHILD & ADOLESCENT HEALTH 2023; 7:728-740. [PMID: 37734775 DOI: 10.1016/s2352-4642(23)00193-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 07/12/2023] [Accepted: 07/17/2023] [Indexed: 09/23/2023]
Abstract
The term concussion has permeated mainstream media and household vocabulary mainly due to awareness regarding the risks of concussion in professional contact sports, yet it occurs across a variety of settings and ages. Concussion is prevalent in infants, preschoolers, children, and adolescents, and is a common presentation or reason for referral to primary care providers, emergency departments, and specialised trauma clinics. Its broad range of symptoms and sequelae vary according to multiple individual, environmental, and clinical factors and can lead to health and economic burden. More than 20 years of research into risk factors and consequences of paediatric concussion has revealed as many questions as answers, and scientific work and clinical cases continue to expose its complexity and heterogeneity. In this Review, we present empirical evidence for improving outcome after paediatric concussion. We consider work pertaining to both sports and other injury mechanisms to provide a perspective that should be viewed as complementary to publications focused specifically on sports concussion. Contemporary challenges in prevention, diagnosis, prognosis, and intervention are discussed alongside pathways and future directions for improving outcome.
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Affiliation(s)
- Miriam H Beauchamp
- Sainte-Justine Research Center, University of Montreal, Montréal, QC, Canada; Department of Psychology, University of Montreal, Montréal, QC, Canada.
| | - Fanny Dégeilh
- Univ Rennes, CNRS, Inria, Inserm, IRISA UMR 6074, EMPENN ERL U-1228, Rennes, France
| | - Sean C Rose
- Pediatric Neurology, Nationwide Children's Hospital, Columbus, OH, USA; Ohio State University College of Medicine, Columbus, OH, USA
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Belhassen S, Mat Q, Ferret C, Clavel R, Renaud B, Cabaraux P. Post-Traumatic Craniocervical Disorders From a Postural Control Perspective: A Narrative Review. BRAIN & NEUROREHABILITATION 2023; 16:e15. [PMID: 37554255 PMCID: PMC10404808 DOI: 10.12786/bn.2023.16.e15] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Revised: 06/12/2023] [Accepted: 06/19/2023] [Indexed: 08/10/2023] Open
Abstract
Mild traumatic brain injury (mTBI) and whiplash injury (WI) may lead to long-term disabling consequences known as post-concussive syndrome (PCS) and whiplash-associated disorders (WADs). PCS and WAD patients commonly complain of conditions encompassing dizziness, vertigo, headache, neck pain, visual complaints, anxiety, and neurocognitive dysfunctions. A proper medical work-up is a priority in order to rule out any acute treatable consequences. However investigations may remain poorly conclusive. Gathered in the head and neck structures, the ocular sensorimotor, the vestibular, and the cervical proprioceptive systems, all involved in postural control, may be damaged by mTBI or WI. Their dysfunctions are associated with a wide range of functional disorders including symptoms reported by PCS and WAD patients. In addition, the stomatognathic system needs to be specifically assessed particularly when associated to WI. Evidence for considering the post-traumatic impairment of these systems in PCS and WAD-related symptoms is still lacking but seems promising. Furthermore, few studies have considered the assessment and/or treatment of these widely interconnected systems from a comprehensive perspective. We argue that further research focusing on consequences of mTBI and WI on the systems involved in the postural control are necessary in order to bring new perspective of treatment.
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Affiliation(s)
- Serge Belhassen
- Groupe d'Etudes, de Recherche, d'Information et de Formation sur les Activités Posturo-Cinétiques (Gerifap), Juvignac, France
| | - Quentin Mat
- Department of Otorhinolaryngology, Centre Hospitalier Universitaire (CHU) Charleroi, Charleroi, Belgium
| | - Claude Ferret
- Departments of Oral Health Sciences and Otorhinolaryngology, Centre Hospitalier Universitaire (CHU) de Montpellier, Montpellier, France
| | - Robert Clavel
- Groupe d'Etudes, de Recherche, d'Information et de Formation sur les Activités Posturo-Cinétiques (Gerifap), Juvignac, France
| | - Bernard Renaud
- Groupe d'Etudes, de Recherche, d'Information et de Formation sur les Activités Posturo-Cinétiques (Gerifap), Juvignac, France
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4
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Yeates KO, Räisänen AM, Premji Z, Debert CT, Frémont P, Hinds S, Smirl JD, Barlow K, Davis GA, Echemendia RJ, Feddermann-Demont N, Fuller C, Gagnon I, Giza CC, Iverson GL, Makdissi M, Schneider KJ. What tests and measures accurately diagnose persisting post-concussive symptoms in children, adolescents and adults following sport-related concussion? A systematic review. Br J Sports Med 2023; 57:780-788. [PMID: 37316186 DOI: 10.1136/bjsports-2022-106657] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/03/2023] [Indexed: 06/16/2023]
Abstract
OBJECTIVE To determine what tests and measures accurately diagnose persisting post-concussive symptoms (PPCS) in children, adolescents and adults following sport-related concussion (SRC). DESIGN A systematic literature review. DATA SOURCES MEDLINE, Embase, PsycINFO, Cochrane Central Register of Controlled Trials, CINAHL and SPORTDiscus through March 2022. ELIGIBILITY CRITERIA Original, empirical, peer-reviewed findings (cohort studies, case-control studies, cross-sectional studies and case series) published in English and focused on SRC. Studies needed to compare individuals with PPCS to a comparison group or their own baseline prior to concussion, on tests or measures potentially affected by concussion or associated with PPCS. RESULTS Of 3298 records screened, 26 articles were included in the qualitative synthesis, including 1016 participants with concussion and 531 in comparison groups; 7 studies involved adults, 8 involved children and adolescents and 11 spanned both age groups. No studies focused on diagnostic accuracy. Studies were heterogeneous in participant characteristics, definitions of concussion and PPCS, timing of assessment and the tests and measures examined. Some studies found differences between individuals with PPCS and comparison groups or their own pre-injury assessments, but definitive conclusions were not possible because most studies had small convenience samples, cross-sectional designs and were rated high risk of bias. CONCLUSION The diagnosis of PPCS continues to rely on symptom report, preferably using standardised symptom rating scales. The existing research does not indicate that any other specific tool or measure has satisfactory accuracy for clinical diagnosis. Future research drawing on prospective, longitudinal cohort studies could help inform clinical practice.
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Affiliation(s)
- Keith Owen Yeates
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | - Anu M Räisänen
- Department of Physical Therapy Education - Oregon, Western University of Health Sciences, College of Health Sciences - Northwest, Lebanon, Oregon, USA
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Zahra Premji
- Libraries, University of Victoria, Victoria, British Columbia, Canada
| | - Chantel T Debert
- Department of Clinical Neuroscience, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Pierre Frémont
- Department of Rehabilitation, Laval University, Quebec, Quebec, Canada
| | - Sidney Hinds
- Uniformed Services University, Bethesda, Maryland, USA
| | - Jonathan D Smirl
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Karen Barlow
- Child Health Research Centre, Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
| | - Gavin A Davis
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Cabrini Health, Malvern, Victoria, Australia
| | - Ruben J Echemendia
- Department of Psychology, University of Missouri, Kansas City, Missouri, USA
- Psychological and Neurobehavioral Associates, Inc, State College, Pennsylvania, USA
| | - Nina Feddermann-Demont
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland
- Sports Neuroscience, University of Zurich, Zurich, Switzerland
| | - Colm Fuller
- College of Medicine and Health, University College Cork, Cork, Ireland
- Sports Medicine Department, Sports Surgery Clinic, Dublin, Ireland
| | - Isabelle Gagnon
- School of Physical and Occupational Therapy, Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
- Trauma Center, Montreal Children's Hospital, McGill University Health Center, Montreal, Quebec, Canada
| | - Christopher C Giza
- Department of Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, USA
- Department of Pediatrics/Pediatric Neurology, Mattel Children's Hospital UCLA, Los Angeles, California, USA
| | - Grant L Iverson
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts, USA
- Sports Concussion Program, MassGeneral Hospital for Children, Boston, Massachusetts, USA
| | - Michael Makdissi
- Melbourne Brain Centre, Florey Institute of Neuroscience and Mental Health - Austin Campus, Heidelberg, Victoria, Australia
- Australian Football League, Melbourne, Victoria, Australia
| | - Kathryn J Schneider
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
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Cordingley DM, Cornish SM. Efficacy of aerobic exercise following concussion: a narrative review. Appl Physiol Nutr Metab 2023; 48:5-16. [PMID: 36423352 DOI: 10.1139/apnm-2022-0139] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Concussion is a type of mild traumatic brain injury which results in symptoms within the physical, cognitive, emotional, and sleep domains. Historically, guidelines established by expert opinion have recommended rest during the initial stages of recovery following a concussion until symptom resolution. However, recent recommendations have shifted to advise an initial period of 24-48 h of rest immediately following concussion with the gradual introduction of light-to-moderate intensity aerobic exercise thereafter. Given the relatively recent transition in recommendations, the aim of this review is to provide an overview of the current literature on the efficacy of aerobic exercise following concussion. The current literature is limited to studies assessing the impact of standardized aerobic exercise following concussion. Upon review, literature suggests participating in aerobic exercise below the point of symptom exacerbation is safe in both the acute and chronic post-concussion symptom stages of recovery and does not delay time to medical clearance. Future large-scale randomized controlled trials assessing the impact of aerobic exercise and differences between males and females would help support the current evidence suggesting aerobic exercise could improve time to recovery following concussion and identify any sex differences in response. As well, future studies with the purpose of identifying optimal aerobic exercise volume and intensity in the treatment of concussion could improve the specificity of the current guidelines.
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Affiliation(s)
- Dean M Cordingley
- Pan Am Clinic Foundation, Winnipeg, MB R3M 3E4 Canada
- Applied Health Sciences, Winnipeg, MB R3T 2N2, Canada
| | - Stephen M Cornish
- Applied Health Sciences, Winnipeg, MB R3T 2N2, Canada
- Faculty of Kinesiology and Recreation Management, Winnipeg, MB R3T 2N2, Canada
- Centre for Aging, University of Manitoba, Winnipeg, MB R3T 2N2, Canada
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Crampton A, Schneider KJ, Grilli L, Chevignard M, Katz-Leurer M, Beauchamp MH, Debert C, Gagnon IJ. Determining the Agreement Between Common Measures Related to Vestibulo-ocular Reflex Function After a Mild Traumatic Brain Injury in Children and Adolescents. Arch Rehabil Res Clin Transl 2022; 4:100217. [PMID: 36123987 PMCID: PMC9482028 DOI: 10.1016/j.arrct.2022.100217] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
A battery of complementary tests is needed to assess vestibulo-ocular reflex (VOR) in pediatric mild traumatic brain injury (mTBI). This battery should include both symptom- and performance-based measures. Best practice recommendation is needed for such a battery in clinical settings. Cervical injury presence may influence symptoms induced during VOR testing. There is value of assessing for cervical injury post pediatric mTBI.
Objective To (1) determine the level of agreement between symptom provocation and performance-based tests of vestibulo-ocular reflex (VOR) function after pediatric mild traumatic brain injury (mTBI) and (2) describe the level of symptom provocation induced by a VOR task in individuals with and without cervical findings. Design Cross-sectional. Setting This study was conducted at a tertiary care pediatric hospital. Participants A total of 101 participants (N=101) aged 6-18 years within 3 weeks of mTBI diagnosis were included (54.5% female; mean age, 13.92±2.63 years; mean time since injury at assessment, 18.26±6.16 days). Interventions None. Main Outcome Measures Symptom provocation (Vestibular/Ocular Motor Screening tool), performance (clinician-observed VOR performance, head thrust test [HTT], computerized dynamic visual acuity test, video head impulse test), and cervical impairment (cervical flexion-rotation test, range of motion test, self-reported neck pain). Agreement was evaluated using Cohen's κ statistic. Results No outcomes demonstrated agreement with symptom provocation (κ=−0.15 to 0.14). Fair agreement demonstrated between clinician-observed VOR performance and HTT (κ=0.32), with little to no agreement demonstrated between other measures. Proportions reporting test-induced dizziness and headache were greater among individuals with cervical findings (29.1%-41.8%) than without (2.3%-6.8%). Conclusions Findings support that symptom provocation and performance-based tests measure different constructs and thus have distinct roles when assessing VOR function. Findings suggest results from measures of symptom provocation may be influenced by coexisting cervical impairments, underlining the value of assessing for cervical injury after pediatric mTBI.
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7
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McDonald MA, Holdsworth SJ, Danesh-Meyer HV. Eye Movements in Mild Traumatic Brain Injury: Ocular Biomarkers. J Eye Mov Res 2022; 15:10.16910/jemr.15.2.4. [PMID: 36439911 PMCID: PMC9682364 DOI: 10.16910/jemr.15.2.4] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/10/2023] Open
Abstract
Mild traumatic brain injury (mTBI, or concussion), results from direct and indirect trauma to the head (i.e. a closed injury of transmitted forces), with or without loss of consciousness. The current method of diagnosis is largely based on symptom assessment and clinical history. There is an urgent need to identify an objective biomarker which can not only detect injury, but inform prognosis and recovery. Ocular motor impairment is argued to be ubiquitous across mTBI subtypes and may serve as a valuable clinical biomarker with the recent advent of more affordable and portable eye tracking technology. Many groups have positively correlated the degree of ocular motor impairment to symptom severity with a minority attempting to validate these findings with diffusion tract imaging and functional MRI. However, numerous methodological issues limit the interpretation of results, preventing any singular ocular biomarker from prevailing. This review will comprehensively describe the anatomical susceptibility, clinical measurement, and current eye tracking literature surrounding saccades, smooth pursuit, vestibulo-ocular reflex, vergence, pupillary light reflex, and accommodation in mTBI.
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Affiliation(s)
- Matthew A McDonald
- Department of Ophthalmology, University of Auckland, New Zealand
- Mātai Medical Research Institute, Gisborne, New Zealand
| | - Samantha J Holdsworth
- Department of Anatomy and Medical Imaging, University of Auckland, New Zealand
- Mātai Medical Research Institute, Gisborne, New Zealand
| | - Helen V Danesh-Meyer
- Department of Ophthalmology, University of Auckland, New Zealand
- Eye Institute, Auckland, New Zealand
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Kullmann A, Ashmore RC, Braverman A, Mazur C, Snapp H, Williams E, Szczupak M, Murphy S, Marshall K, Crawford J, Balaban CD, Hoffer M, Kiderman A. Normative data for ages 18-45 for ocular motor and vestibular testing using eye tracking. Laryngoscope Investig Otolaryngol 2021; 6:1116-1127. [PMID: 34667856 PMCID: PMC8513422 DOI: 10.1002/lio2.632] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 06/26/2021] [Accepted: 07/29/2021] [Indexed: 01/31/2023] Open
Abstract
OBJECTIVE Eye tracking technology has been employed in assessing ocular motor and vestibular function following vestibular and neurologic conditions, including traumatic brain injury (TBI). Assessments include tests that provide visual and motion (rotation) stimuli while recording horizontal, vertical, and torsional eye movements. While some of these tests have shown diagnostic promise in previous studies, their use in clinical practice is limited by the lack of normative data. The goal of this study was to construct normative reference ranges to be used when comparing patients' results. METHODS Optokinetic response, subjective visual horizontal and vertical, and rotation tests were administered to male and female volunteers, ages 18-45, who were free from neurological, vestibular disorders, or other head injuries. Tests were administered using either a rotatory chair or a portable virtual reality-like goggle equipped with video-oculography. RESULTS Reference values for eye movements in response to different patterns of stimuli were analyzed from 290 to 449 participants. Analysis of gender (self-reported) or age when grouped as pediatric (late adolescent; 18-21 years of age) and adult (21-45 years of age) revealed no effects on the test metrics. Data were pooled and presented for each test metric as the 95% reference interval (RI) with 90% confidence intervals (CI) on upper and lower limits of the RI. CONCLUSIONS This normative database can serve as a tool to aid in diagnosis, treatment, and/or rehabilitation protocols for vestibular and neurological conditions, including mild TBI (mTBI). This database has been cleared by the FDA for use in clinical practice (K192186). LEVEL OF EVIDENCE 2b.
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Affiliation(s)
- Aura Kullmann
- Neurolign USA LLC, A Subsidiary of Neurolign Technologies Inc. (formerly Neuro Kinetics, Inc.)PittsburghPennsylvaniaUSA
| | - Robin C. Ashmore
- Neurolign USA LLC, A Subsidiary of Neurolign Technologies Inc. (formerly Neuro Kinetics, Inc.)PittsburghPennsylvaniaUSA
| | | | - Christian Mazur
- Neurolign USA LLC, A Subsidiary of Neurolign Technologies Inc. (formerly Neuro Kinetics, Inc.)PittsburghPennsylvaniaUSA
| | - Hillary Snapp
- Department of OtolaryngologyMiller School of Medicine, University of MiamiMiamiFloridaUSA
| | - Erin Williams
- Department of OtolaryngologyMiller School of Medicine, University of MiamiMiamiFloridaUSA
| | - Mikhaylo Szczupak
- Department of OtolaryngologyMiller School of Medicine, University of MiamiMiamiFloridaUSA
| | - Sara Murphy
- Naval Medical CenterSan DiegoCaliforniaUSA
- Department of DefenseHearing Center of ExcellenceSan AntonioTexasUSA
| | - Kathryn Marshall
- Department of DefenseHearing Center of ExcellenceSan AntonioTexasUSA
- Madigan Army Medical CenterTacomaWashingtonUSA
| | | | - Carey D. Balaban
- Department of OtolaryngologyUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Michael Hoffer
- Department of OtolaryngologyMiller School of Medicine, University of MiamiMiamiFloridaUSA
- Department of Neurological SurgeryMiller School of Medicine, University of MiamiMiamiFloridaUSA
| | - Alexander Kiderman
- Neurolign USA LLC, A Subsidiary of Neurolign Technologies Inc. (formerly Neuro Kinetics, Inc.)PittsburghPennsylvaniaUSA
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Schmid W, Fan Y, Chi T, Golanov E, Regnier-Golanov AS, Austerman RJ, Podell K, Cherukuri P, Bentley T, Steele CT, Schodrof S, Aazhang B, Britz GW. Review of wearable technologies and machine learning methodologies for systematic detection of mild traumatic brain injuries. J Neural Eng 2021; 18. [PMID: 34330120 DOI: 10.1088/1741-2552/ac1982] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 07/30/2021] [Indexed: 12/16/2022]
Abstract
Mild traumatic brain injuries (mTBIs) are the most common type of brain injury. Timely diagnosis of mTBI is crucial in making 'go/no-go' decision in order to prevent repeated injury, avoid strenuous activities which may prolong recovery, and assure capabilities of high-level performance of the subject. If undiagnosed, mTBI may lead to various short- and long-term abnormalities, which include, but are not limited to impaired cognitive function, fatigue, depression, irritability, and headaches. Existing screening and diagnostic tools to detect acute andearly-stagemTBIs have insufficient sensitivity and specificity. This results in uncertainty in clinical decision-making regarding diagnosis and returning to activity or requiring further medical treatment. Therefore, it is important to identify relevant physiological biomarkers that can be integrated into a mutually complementary set and provide a combination of data modalities for improved on-site diagnostic sensitivity of mTBI. In recent years, the processing power, signal fidelity, and the number of recording channels and modalities of wearable healthcare devices have improved tremendously and generated an enormous amount of data. During the same period, there have been incredible advances in machine learning tools and data processing methodologies. These achievements are enabling clinicians and engineers to develop and implement multiparametric high-precision diagnostic tools for mTBI. In this review, we first assess clinical challenges in the diagnosis of acute mTBI, and then consider recording modalities and hardware implementation of various sensing technologies used to assess physiological biomarkers that may be related to mTBI. Finally, we discuss the state of the art in machine learning-based detection of mTBI and consider how a more diverse list of quantitative physiological biomarker features may improve current data-driven approaches in providing mTBI patients timely diagnosis and treatment.
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Affiliation(s)
- William Schmid
- Department of Electrical and Computer Engineering and Neuroengineering Initiative (NEI), Rice University, Houston, TX 77005, United States of America
| | - Yingying Fan
- Department of Electrical and Computer Engineering and Neuroengineering Initiative (NEI), Rice University, Houston, TX 77005, United States of America
| | - Taiyun Chi
- Department of Electrical and Computer Engineering and Neuroengineering Initiative (NEI), Rice University, Houston, TX 77005, United States of America
| | - Eugene Golanov
- Department of Neurosurgery, Houston Methodist Hospital, Houston, TX 77030, United States of America
| | | | - Ryan J Austerman
- Department of Neurosurgery, Houston Methodist Hospital, Houston, TX 77030, United States of America
| | - Kenneth Podell
- Department of Neurology, Houston Methodist Hospital, Houston, TX 77030, United States of America
| | - Paul Cherukuri
- Institute of Biosciences and Bioengineering (IBB), Rice University, Houston, TX 77005, United States of America
| | - Timothy Bentley
- Office of Naval Research, Arlington, VA 22203, United States of America
| | - Christopher T Steele
- Military Operational Medicine Research Program, US Army Medical Research and Development Command, Fort Detrick, MD 21702, United States of America
| | - Sarah Schodrof
- Department of Athletics-Sports Medicine, Rice University, Houston, TX 77005, United States of America
| | - Behnaam Aazhang
- Department of Electrical and Computer Engineering and Neuroengineering Initiative (NEI), Rice University, Houston, TX 77005, United States of America
| | - Gavin W Britz
- Department of Neurosurgery, Houston Methodist Hospital, Houston, TX 77030, United States of America
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