Machine learning-driven inverse design of puncture needles with tailored mechanics.

Background: In minimally invasive surgery, designing puncture needles with customizable structures to achieve personalized puncture performance is a significant challenge. Existing reverse design methods struggle to capture the complex nonlinear behavior of needle-tissue interactions. Methods: This...

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Detalles Bibliográficos
Publicado en:Minimally Invasive Therapy & Allied Technologies Vol. 35; no. 1; pp. 18 - 28
Autores principales: Huang, Yaozong, Zhang, Fan, Zhang, Fanyang, Wu, Xin, Xinye, Yufei
Formato: pictorial research tables/charts Journal Article
Publicado: Taylor & Francis Ltd Feb2026
Acceso en línea:Ver este registro en EBSCOhost