Uppsats
Investigation of Injury Predictors for Rat Neuro Trauma
Master-uppsats
KTH/Medicinteknik och hälsosystem
Publicerad: 2024
Språk: Engelska
Nyckelord
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A traumatic brain injury is usually caused by a direct impact to the head and is a common cause of disability and death all around the world. The most effective method to predict brain injury today, is to use a finite element head model. In this investigation, the three injury predictors strain, strain rate, and the product of strain and strain rate were investigated using a rat brain finite element model. The main goal was to find which injury predictor most effectively would predict injury. To find the injury predictor with the highest area under curve value, comparisons between experimental results obtained from simulations and results from previously performed experiments on rats were made. To better understand how different factors can affect the severity of symptoms from a traumatic brain injury, a parametric study with a focus on rotational direction and rotational duration was conducted. Simulations were run on a rat brain finite element model for three rotational directions and three rotational durations. The statistical analysis was completed for six experiments and nine brain regions. The three injury predictors were extracted from 26 simulations completed on a rat brain finite element model, and the maximum values of the 95th percentile for each brain region were extracted. The results showed that the product of the strain and the strain rate was the most effective injury predictor for four out of six experiments (unconscious time, EPM arm change, EPM open duration, and MWM session 3). The parametric study investigated rotation in the axial, coronal, and sagittal plane against the three rotational durations 1.5 ms, 3 ms, and 6 ms. The parametric study revealed that both the direction and duration of rotation importantly influence the extent of damage in traumatic brain injuries. The results showed that rotation in the axial plane and a 3 ms duration caused the most brain damage. It was also concluded that the results need to undergo additional verification to further define the relationships between the rotational direction, the rotational duration, and the injury predictors.
Information
- Författare
- Maglio, Rosetta
- Lärosäte / institution
- KTH/Medicinteknik och hälsosystem
- Publiceringsdatum
- 2024
- Uppsatstyp
- Master-uppsats
- Språk
- Engelska
- Nyckelord
- ⌕Injury prediction⌕Finite element method⌕Strain⌕Strain rate⌕Finita elementmetoden⌕Belastning⌕Rat brain traumatic brain injury⌕Rat brain finite element model⌕Product of strain and strain rate⌕Rotational direction⌕Rotational duration⌕Råtthjärnans finita elementmodell⌕Belastningshastighet⌕Produkten av belastning och belastningshastighet⌕Rotationsriktning⌕Rotationstid⌕Skadeförutsägelse
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