Heat induction of iron oxide nanoparticles with rational artificial neural network design-based particle swarm optimization for magnetic cancer hyperthermia

Ziba Hedayatnasab,Ahmad Ramazani Saadatabadi,Hossein Shirgahi,M.R. Mozafari

Materials Research Bulletin（2023）

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摘要

•Synthesis atmosphere affected strongly crystallinity and magnetization.•Particle concentartion and dipolar interations played significantly on SAR.•Optimal Fe3O4 achieved a clinically feasible condition for MHT.•ANNs predict effect of concentration, AMF power, and time on hyperthemia temperature.•ANN-PSO model is the first and foremost in prediction and optimization of MHT.

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关键词

A. magnetic materials,A. nanostructures,B. chemical synthesis,B. mechanical properties

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