Utilizing machine learning to predict MRI signal outputs from iron oxide nanoparticles through the PSLG algorithm

Abstract In this research, we predict the output signal generated by iron oxide-based nanoparticles in Magnetic Resonance Imaging (MRI) using the physical properties of the nanoparticles and the MRI machine. The parameters considered include the size of the magnetic core of the nanoparticles, their...

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Bibliographic Details
Main Authors: Fatemeh Hataminia, Anahita Azinfar
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-01994-0
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