Machine learning assisted-nanomedicine using magnetic nanoparticles for central nervous system diseases

Author:

Tomitaka Asahi1ORCID,Vashist Arti23ORCID,Kolishetti Nagesh23ORCID,Nair Madhavan23ORCID

Affiliation:

1. Department of Computer and Information Sciences, College of Natural and Applied Science, University of Houston-Victoria, Texas 77901, USA

2. Department of Immunology and Nano-Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida 33199, USA

3. Institute of NeuroImmune Pharmacology, Centre for Personalized Nanomedicine, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida 33199, USA

Abstract

Machine learning allows the prediction of nanoparticles properties for various biomedical applications and disease detection using image classification. It has the potential to bridge the gap between basic research and clinical research.

Funder

Florida Department of Health

National Institute on Drug Abuse

Publisher

Royal Society of Chemistry (RSC)

Subject

General Engineering,General Materials Science,General Chemistry,Atomic and Molecular Physics, and Optics,Bioengineering

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