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The I-PREDICT 50th Percentile Male Finite Element Model: Development and Validation of the Torso
Zachary S Hostetler1, Drew DiSerafino2, Alex Kalmar-Gonzalo2
1Elemance LLC, Winston-Salem, USA. zach.hostetler@elemance.com.
Annals of Biomedical Engineering
|March 18, 2025
Summary
A new human body model (HBM) called I-PREDICT was developed to better assess injuries from Behind Armor Blunt Trauma (BABT). This validated model accurately predicts injury risk, improving personal protective equipment (PPE) evaluation.
Area of Science:
- Biomechanics
- Computational modeling
- Injury assessment
Background:
- Behind Armor Blunt Trauma (BABT) poses a significant risk, with current Personal Protective Equipment (PPE) evaluation methods lacking human injury correlation.
- Existing methods using clay surrogates do not accurately represent the complex biomechanical responses of the human body to blunt trauma.
Purpose of the Study:
- To develop and validate a human body model (HBM) for predicting injury and functional incapacitation from BABT.
- To create a more accurate surrogate for evaluating the effectiveness of PPE against BABT.
Main Methods:
- Development of the Incapacitation Prediction for Readiness in Expeditionary Domains: an Integrated Computational Tool (I-PREDICT) 50th percentile male HBM.
- Hierarchical validation including component, regional, and whole torso tests using literature and experimental data.
- Simulation in 25 validation cases and objective quantification using CORA and BioRank metrics.
Main Results:
- The I-PREDICT HBM demonstrated stability across all 25 simulations.
- Achieved 'good' agreement (CORA: 0.78 ± 0.18) and 'excellent' agreement (BioRank: 0.68 ± 0.27) with experimental data.
- Accurately predicted rib fracture probability in high-rate BABT impacts compared to post-mortem human subjects.
Conclusions:
- The I-PREDICT HBM provides a validated tool for assessing BABT injury risk and functional incapacitation.
- This model offers a significant improvement over current methods for PPE evaluation in military applications.
- The study validates the I-PREDICT torso model for BABT use cases and future development.
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