Integration of finite element method and artificial intelligence for evaluating PEEK composites in rib cage reconstruction process under impact conditions
Yomna H Shash, Rana Hossam Elden · 2025
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Description
Shash and Elden combine simulation and artificial intelligence to test rib cage implant materials, in work from twenty twenty-five. Rib cage reconstruction must keep chest rigidity, protect organs, and preserve breathing function. Titanium is traditional, but its stiffness and other limits prompt a search for alternatives.
PEEK composites, strong medical plastics, were evaluated under impact conditions. Finite element simulation gave stress analysis of the implant in a rib cage model. Artificial intelligence methods then helped evaluate performance across conditions faster than simulation alone. The joined approach can screen implant designs before any patient is exposed to them.
Catalog record
| CREATOR | Yomna H Shash, Rana Hossam Elden |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 79 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |