Precision Diagnostics in Sports‐Related Traumatic Brain Injury: Pathophysiology, Biomarker Development and Emerging Technologies

Abstract Traumatic brain injuries (TBIs) sustained during sports activity represent a complex and heterogeneous spectrum of neuropathological conditions that remain underdiagnosed and often poorly managed, particularly in the amateur athletic populations. Traditional diagnostic paradigms, heavily reliant on subjective symptom reporting and clinical observation, lack the sensitivity and specificity required for early and accurate detection of mild and sub‐concussive injuries. This review fills a critical gap by synthesizing recent advances in precision diagnostic tools, including AI‐enhanced neuroimaging, blood‐based biomarkers, and wearable biosensors, which are reshaping the detection and monitoring of sports‐related TBIs. Despite significant research, diagnostic inconsistency persists, particularly in youth and amateur athletes. By integrating these converging technologies, a unified framework for earlier and more accurate detection as well as longitudinal monitoring, is proposed. Through a systems biology framework, the study evaluates the translational relevance of these tools in stratifying injury severity, monitoring recovery trajectories, and informing return‐to‐play decisions. Furthermore, the review addresses inherent challenges, including inter‐individual variability, lack of consensus on diagnostic thresholds, ethical considerations in youth, and collegiate sports and the need for large‐scale, sport‐specific normative datasets. Looking ahead, the synergistic application of AI and digital diagnostics offers a transformative shift in sports neurology and public health surveillance.

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Publication Details

Journal
Advanced Sensor Research
Published
2025-10-13
DOI
https://doi.org/10.1002/adsr.202500074
Primary Topic
Traumatic Brain Injury Research
Type
article
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article

Precision Diagnostics in Sports‐Related Traumatic Brain Injury: Pathophysiology, Biomarker Development and Emerging Technologies

Pola Goldberg Oppenheimer, Markand Patel, Deborah Nicol, Debarati Bhowmik
Advanced Sensor Research
Traumatic Brain Injury Research
article

Precision Diagnostics in Sports‐Related Traumatic Brain Injury: Pathophysiology, Biomarker Development and Emerging Technologies

Pola Goldberg Oppenheimer, Markand Patel, Deborah Nicol, Debarati Bhowmik
article en

Abstract

Abstract Traumatic brain injuries (TBIs) sustained during sports activity represent a complex and heterogeneous spectrum of neuropathological conditions that remain underdiagnosed and often poorly managed, particularly in the amateur athletic populations. Traditional diagnostic paradigms, heavily reliant on subjective symptom reporting and clinical observation, lack the sensitivity and specificity required for early and accurate detection of mild and sub‐concussive injuries. This review fills a critical gap by synthesizing recent advances in precision diagnostic tools, including AI‐enhanced neuroimaging, blood‐based biomarkers, and wearable biosensors, which are reshaping the detection and monitoring of sports‐related TBIs. Despite significant research, diagnostic inconsistency persists, particularly in youth and amateur athletes. By integrating these converging technologies, a unified framework for earlier and more accurate detection as well as longitudinal monitoring, is proposed. Through a systems biology framework, the study evaluates the translational relevance of these tools in stratifying injury severity, monitoring recovery trajectories, and informing return‐to‐play decisions. Furthermore, the review addresses inherent challenges, including inter‐individual variability, lack of consensus on diagnostic thresholds, ethical considerations in youth, and collegiate sports and the need for large‐scale, sport‐specific normative datasets. Looking ahead, the synergistic application of AI and digital diagnostics offers a transformative shift in sports neurology and public health surveillance.

Advanced Sensor ResearchVol. 4(12)
British Dietetic Association (GB), University of Cambridge (GB), University of Birmingham (GB)
Openalex Percentile: Top 61%
Traumatic Brain Injury Research
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Precision Diagnostics in Sports‐Related Traumatic Brain Injury: Pathophysiology, Biomarker Development and Emerging Technologies — Pola Goldberg Oppenheimer, Markand Patel, et al. · Advanced Sensor Research (2025) | TGRS Research Map | TGRS