title: Predicting rib fracture risk with whole-body finite element models: development and preliminary evaluation of a probabilistic analytical framework.
abstract: This study sought to develop a strain-based probabilistic method to predict rib fracture risk with whole-body finite element (FE) models, and to describe a method to combine the results with collision exposure information to predict injury risk and potential intervention effectiveness in the field. An age-adjusted ultimate strain distribution was used to estimate local rib fracture probabilities within an FE model. These local probabilities were combined to predict injury risk and severity within the whole ribcage. The ultimate strain distribution was developed from a literature dataset of 133 tests. Frontal collision simulations were performed with the THUMS (Total HUman Model for Safety) model with four levels of delta-V and two restraints: a standard 3-point belt and a progressive 3.5-7 kN force-limited, pretensioned (FL+PT) belt. The results of three simulations (29 km/h standard, 48 km/h standard, and 48 km/h FL+PT) were compared to matched cadaver sled tests. The numbers of fractures predicted for the comparison cases were consistent with those observed experimentally. Combining these results with field exposure informantion (ΔV, NASS-CDS 1992-2002) suggests a 8.9% probability of incurring AIS3+ rib fractures for a 60 year-old restrained by a standard belt in a tow-away frontal collision with this restraint, vehicle, and occupant configuration, compared to 4.6% for the FL+PT belt. This is the first study to describe a probabilistic framework to predict rib fracture risk based on strains observed in human-body FE models. Using this analytical framework, future efforts may incorporate additional subject or collision factors for multi-variable probabilistic injury prediction.
authors.affiliation: University of Virginia Center for Applied Biomechanics Autoliv Research European Center for Injury Prevention.
authors.forename: Jason L
authors.initials: JL
authors.lastname: Forman
authors.forename: Richard W
authors.initials: RW
authors.lastname: Kent
authors.forename: Krystoffer
authors.initials: K
authors.lastname: Mroz
authors.forename: Bengt
authors.initials: B
authors.lastname: Pipkorn
authors.forename: Ola
authors.initials: O
authors.lastname: Bostrom
authors.forename: Maria
authors.initials: M
authors.lastname: Segui-Gomez
mesh_terms: D000063:Accidents, Traffic; D020342:Finite Element Analysis; D006801:Humans; D055595:Mechanical Phenomena; D012253:Rib Fractures; D012449:Safety; D012622:Seat Belts