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Robust prediction of tool-tissue interaction force using ISSA-optimized BP neural networks in robotic surgery

Abstract Background A persistent problem with robot-assisted minimally invasive surgery is soft tissue damage caused by the exertion of excessive force due to the surgeon’s lack of direct access to the surgical site. A solution to predict clamp force accurately is needed to enhance surgical safety a...

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Autori principali: Yong-Li Yan, Teng Ren, Li Ding, Tiansheng Sun, Shandeng Huang
Natura: Artigo
Lingua:Inglês
Pubblicazione: BMC 2025-08-01
Serie:BMC Surgery
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Accesso online:https://doi.org/10.1186/s12893-025-03121-2
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