Evaluating brain injury outcomes in female subjects: A computational approach to accident reconstruction of fatal and non-fatal cases

Traumatic brain injury remains a significant concern in public health, affecting millions of individuals globally and leading to long-term cognitive and physical impairments. Historically, research in this field has primarily focused on male subjects, often neglecting to consider the substantial bio...

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Published inInjury Vol. 56; no. 3; p. 112164
Main Authors Cardoso, Carlos G.S., Salgado, André A., Fernandes, Fábio A.O., de Sousa, Ricardo J. Alves
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier Ltd 01.03.2025
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Online AccessGet full text
ISSN0020-1383
1879-0267
1879-0267
DOI10.1016/j.injury.2025.112164

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Abstract Traumatic brain injury remains a significant concern in public health, affecting millions of individuals globally and leading to long-term cognitive and physical impairments. Historically, research in this field has primarily focused on male subjects, often neglecting to consider the substantial biomechanical and anatomical differences between genders and individuals of varying ages. The present study investigates sex-specific biomechanical responses to head impacts in real-world accidents, employing an advanced female finite element head model, with a particular focus on critical brain structures such as the corpus callosum and pituitary gland. Two real-world accident scenarios were simulated: a non-fatal e-scooter collision and a fatal work-related incident involving a falling prop. A finite element analysis was conducted to determine the strain and stress distributions within the brain in response to impact conditions, assessing the potential for injury considering established failure criteria. The analysis revealed notable discrepancies in strain and stress distributions between anthropometric models. The smallest percentiles exhibited a higher risk of strain-related injury, while larger individuals demonstrated higher strain levels in key brain regions under similar impact conditions. Additionally, it was evaluated the efficacy of a safety helmet in a work-related scenario. These findings highlight the importance of subject-specific analyses in understanding TBIs and emphasise the need for continued refinement of FEHMs to improve the accuracy of injury prediction.
AbstractList Traumatic brain injury remains a significant concern in public health, affecting millions of individuals globally and leading to long-term cognitive and physical impairments. Historically, research in this field has primarily focused on male subjects, often neglecting to consider the substantial biomechanical and anatomical differences between genders and individuals of varying ages. The present study investigates sex-specific biomechanical responses to head impacts in real-world accidents, employing an advanced female finite element head model, with a particular focus on critical brain structures such as the corpus callosum and pituitary gland. Two real-world accident scenarios were simulated: a non-fatal e-scooter collision and a fatal work-related incident involving a falling prop. A finite element analysis was conducted to determine the strain and stress distributions within the brain in response to impact conditions, assessing the potential for injury considering established failure criteria. The analysis revealed notable discrepancies in strain and stress distributions between anthropometric models. The smallest percentiles exhibited a higher risk of strain-related injury, while larger individuals demonstrated higher strain levels in key brain regions under similar impact conditions. Additionally, it was evaluated the efficacy of a safety helmet in a work-related scenario. These findings highlight the importance of subject-specific analyses in understanding TBIs and emphasise the need for continued refinement of FEHMs to improve the accuracy of injury prediction.
Traumatic brain injury remains a significant concern in public health, affecting millions of individuals globally and leading to long-term cognitive and physical impairments. Historically, research in this field has primarily focused on male subjects, often neglecting to consider the substantial biomechanical and anatomical differences between genders and individuals of varying ages. The present study investigates sex-specific biomechanical responses to head impacts in real-world accidents, employing an advanced female finite element head model, with a particular focus on critical brain structures such as the corpus callosum and pituitary gland. Two real-world accident scenarios were simulated: a non-fatal e-scooter collision and a fatal work-related incident involving a falling prop. A finite element analysis was conducted to determine the strain and stress distributions within the brain in response to impact conditions, assessing the potential for injury considering established failure criteria. The analysis revealed notable discrepancies in strain and stress distributions between anthropometric models. The smallest percentiles exhibited a higher risk of strain-related injury, while larger individuals demonstrated higher strain levels in key brain regions under similar impact conditions. Additionally, it was evaluated the efficacy of a safety helmet in a work-related scenario. These findings highlight the importance of subject-specific analyses in understanding TBIs and emphasise the need for continued refinement of FEHMs to improve the accuracy of injury prediction.Traumatic brain injury remains a significant concern in public health, affecting millions of individuals globally and leading to long-term cognitive and physical impairments. Historically, research in this field has primarily focused on male subjects, often neglecting to consider the substantial biomechanical and anatomical differences between genders and individuals of varying ages. The present study investigates sex-specific biomechanical responses to head impacts in real-world accidents, employing an advanced female finite element head model, with a particular focus on critical brain structures such as the corpus callosum and pituitary gland. Two real-world accident scenarios were simulated: a non-fatal e-scooter collision and a fatal work-related incident involving a falling prop. A finite element analysis was conducted to determine the strain and stress distributions within the brain in response to impact conditions, assessing the potential for injury considering established failure criteria. The analysis revealed notable discrepancies in strain and stress distributions between anthropometric models. The smallest percentiles exhibited a higher risk of strain-related injury, while larger individuals demonstrated higher strain levels in key brain regions under similar impact conditions. Additionally, it was evaluated the efficacy of a safety helmet in a work-related scenario. These findings highlight the importance of subject-specific analyses in understanding TBIs and emphasise the need for continued refinement of FEHMs to improve the accuracy of injury prediction.
AbstractTraumatic brain injury remains a significant concern in public health, affecting millions of individuals globally and leading to long-term cognitive and physical impairments. Historically, research in this field has primarily focused on male subjects, often neglecting to consider the substantial biomechanical and anatomical differences between genders and individuals of varying ages. The present study investigates sex-specific biomechanical responses to head impacts in real-world accidents, employing an advanced female finite element head model, with a particular focus on critical brain structures such as the corpus callosum and pituitary gland. Two real-world accident scenarios were simulated: a non-fatal e-scooter collision and a fatal work-related incident involving a falling prop. A finite element analysis was conducted to determine the strain and stress distributions within the brain in response to impact conditions, assessing the potential for injury considering established failure criteria. The analysis revealed notable discrepancies in strain and stress distributions between anthropometric models. The smallest percentiles exhibited a higher risk of strain-related injury, while larger individuals demonstrated higher strain levels in key brain regions under similar impact conditions. Additionally, it was evaluated the efficacy of a safety helmet in a work-related scenario. These findings highlight the importance of subject-specific analyses in understanding TBIs and emphasise the need for continued refinement of FEHMs to improve the accuracy of injury prediction.
Traumatic brain injury remains a significant concern in public health, affecting millions of individuals globally and leading to long-term cognitive and physical impairments. Historically, research in this field has primarily focused on male subjects, often neglecting to consider the substantial biomechanical and anatomical differences between genders and individuals of varying ages. The present study investigates sex-specific biomechanical responses to head impacts in real-world accidents, employing an advanced female finite element head model, with a particular focus on critical brain structures such as the corpus callosum and pituitary gland. Two real-world accident scenarios were simulated: a non-fatal e-scooter collision and a fatal work-related incident involving a falling prop. A finite element analysis was conducted to determine the strain and stress distributions within the brain in response to impact conditions, assessing the potential for injury considering established failure criteria. The analysis revealed notable discrepancies in strain and stress distributions between anthropometric models. The smallest percentiles exhibited a higher risk of strain-related injury, while larger individuals demonstrated higher strain levels in key brain regions under similar impact conditions. Additionally, it was evaluated the efficacy of a safety helmet in a work-related scenario. These findings highlight the importance of subject-specific analyses in understanding TBIs and emphasise the need for continued refinement of FEHMs to improve the accuracy of injury prediction.
ArticleNumber 112164
Author Fernandes, Fábio A.O.
Salgado, André A.
Cardoso, Carlos G.S.
de Sousa, Ricardo J. Alves
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Issue 3
Keywords Finite elements
Traumatic brain injury
Multibody
Accident reconstruction
Head model
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Snippet Traumatic brain injury remains a significant concern in public health, affecting millions of individuals globally and leading to long-term cognitive and...
AbstractTraumatic brain injury remains a significant concern in public health, affecting millions of individuals globally and leading to long-term cognitive...
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StartPage 112164
SubjectTerms Accident reconstruction
Accidents, Traffic
Adult
Biomechanical Phenomena
Brain Injuries, Traumatic - physiopathology
Computer Simulation
Female
Finite Element Analysis
Finite elements
Head model
Head Protective Devices
Humans
Male
Multibody
Orthopedics
Sex Factors
Traumatic brain injury
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Title Evaluating brain injury outcomes in female subjects: A computational approach to accident reconstruction of fatal and non-fatal cases
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