Role of biomarkers and emerging technologies in defining and assessing neurobiological recovery after sport-related concussion: a systematic review

JB Tabor, BL Brett, L Nelson, T Meier… - British journal of sports …, 2023 - bjsm.bmj.com
Objective Determine the role of fluid-based biomarkers, advanced neuroimaging, genetic
testing and emerging technologies in defining and assessing neurobiological recovery after …

A framework to advance biomarker development in the diagnosis, outcome prediction, and treatment of traumatic brain injury

EA Wilde, IB Wanner, K Kenney, J Gill… - Journal of …, 2022 - liebertpub.com
Multi-modal biomarkers (eg, imaging, blood-based, physiological) of unique traumatic brain
injury (TBI) endophenotypes are necessary to guide the development of personalized and …

[HTML][HTML] Recording brain activity while listening to music using wearable EEG devices combined with Bidirectional Long Short-Term Memory Networks

J Wang, Z Wang, G Liu - Alexandria Engineering Journal, 2024 - Elsevier
Electroencephalography (EEG) signals are crucial for investigating brain function and
cognitive processes. This study aims to address the challenges of efficiently recording and …

Review of wearable technologies and machine learning methodologies for systematic detection of mild traumatic brain injuries

W Schmid, Y Fan, T Chi, E Golanov… - Journal of neural …, 2021 - iopscience.iop.org
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 …

Validation of a machine learning brain electrical activity–based index to aid in diagnosing concussion among athletes

JJ Bazarian, RJ Elbin, DJ Casa, GA Hotz… - JAMA network …, 2021 - jamanetwork.com
Importance An objective, reliable indicator of the presence and severity of concussive brain
injury and of the readiness for the return to activity has the potential to reduce concussion …

Biofluid, Imaging, Physiological, and Functional Biomarkers of Mild Traumatic Brain Injury and Subconcussive Head Impacts

K Beard, AK Gauff, AM Pennington… - Journal of …, 2024 - liebertpub.com
Post-concussive symptoms are frequently reported by individuals who sustain mild traumatic
brain injuries (mTBIs) and subconcussive head impacts, even when evidence of intracranial …

Identification of concussion subtypes based on intrinsic brain activity

R Armañanzas, B Liang, S Kanakia… - JAMA network …, 2024 - jamanetwork.com
Importance The identification of brain activity–based concussion subtypes at time of injury
has the potential to advance the understanding of concussion pathophysiology and to …

A multimodal biomarker for concussion identification, prognosis and management

A Jacquin, S Kanakia, D Oberly, LS Prichep - Computers in biology and …, 2018 - Elsevier
Background Prompt, accurate, objective assessment of concussion is crucial, particularly for
children/adolescents and young adults. While there is currently no gold standard for the …

Altered white matter diffusivity and subtle motor function in a pilot cohort of adolescents with sports-related concussion

JE Crasta, RN Tucker, J Robinson, HW Chen… - Brain injury, 2022 - Taylor & Francis
Background and objective Adolescents with sports-related concussion (SRC) demonstrate
acute and persistent deficits in subtle motor function. However, there is limited research …

Quantitative Electroencephalography Objectivity and Reliability in the Diagnosis and Management of Traumatic Brain Injury: A Systematic Review

F Amico, JL Koberda - Clinical EEG and Neuroscience, 2023 - journals.sagepub.com
Background. Persons with a history of traumatic brain injury (TBI) may exhibit short-and long-
term cognitive deficits as well as psychiatric symptoms. These symptoms often reflect …