Using Artificial Intelligence and Mathematical Modeling for Advancement of Gold Nanotechnology in Therapeutic Biophysics

Abstract

We will examine and critique the future uses of artificial intelligence (AI) and mathematical modelling in medical applications, with a particular emphasis on their interactions with gold nanotechnology. There have been significant advances in the use of artificial intelligence and mathematical modelling to medical biophysics. This particular methodology assists with the advancement of nanotechnology-related study projects. There have been many papers on this subject. Now it is time to collaborate and study all of these papers in order to evaluate the progress achieved in nanotechnology as a result. Theoretical and clinical data is reviewed in order to comprehend what is present-day and new. To provide more explanation as to variable interaction, AI and mathematical modelling are used to track the specified parameters and defined equations. This commentary covers the synthesis and production of gold nanoparticles using the Turkevich and Brust and Schiffrin one-pot procedure. Results obtained indicate that the size, shape, and overall functionality of gold nanoparticles directly impact the synthetic characteristics. The light-absorbing, wavelength, and optical density properties of the gold nanoparticle vary based on the features of the gold nanoparticle. Using the appropriate nanoparticle size (depending on the wavelength of light) enables more light absorption inside the nanoparticle. Transmission electron microscopy (TEM) and Fourier transform infrared radiation (FT-IR) spectroscopy are used to examine the cellular uptake and cytotoxicity of nanoparticles. Optimizing nanoparticle efficiency for precision cancer therapy is essential to maximizing treatment effectiveness. Manipulated nano-probes are employed in gold nanoparticle-based therapy in order to control tumour treatment. Nanoparticle sensors have the ability to collect a variety of different images and assists with diagnostics and therapeutic imaging techniques. Direct findings will assist push additional understanding and development in medical biophysics research, using AI and mathematical modelling, in biophysical gold nanoparticle technology applications.