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 in | Injury Vol. 56; no. 3; p. 112164 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Netherlands
Elsevier Ltd
01.03.2025
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Online Access | Get full text |
ISSN | 0020-1383 1879-0267 1879-0267 |
DOI | 10.1016/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. |
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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 |
Author_xml | – sequence: 1 givenname: Carlos G.S. orcidid: 0009-0007-7191-6613 surname: Cardoso fullname: Cardoso, Carlos G.S. – sequence: 2 givenname: André A. surname: Salgado fullname: Salgado, André A. – sequence: 3 givenname: Fábio A.O. orcidid: 0000-0001-9751-8807 surname: Fernandes fullname: Fernandes, Fábio A.O. – sequence: 4 givenname: Ricardo J. Alves orcidid: 0000-0002-5848-6424 surname: de Sousa fullname: de Sousa, Ricardo J. Alves email: rsousa@ua.pt |
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Keywords | Finite elements Traumatic brain injury Multibody Accident reconstruction Head model |
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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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