Published September 1, 2021 | Version v1
Journal article

A concise review: the synergy between artificial intelligence and biomedical nanomaterials that empowers nanomedicine

  • 1. Precision Health Program,, Michigan State University, East Lansing, MI (United States)
  • 2. Lyman Briggs College, Michigan State University, East Lansing, MI (United States)
  • 3. Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI (United States)

Description

Nanomedicine has recently experienced unprecedented growth and development. However, the complexity of operations at the nanoscale introduces a layer of difficulty in the clinical translation of nanodrugs and biomedical nanotechnology. This problem is further exacerbated when engineering and optimizing nanomaterials for biomedical purposes. To navigate this issue, artificial intelligence (AI) algorithms have been applied for data analysis and inference, allowing for a more applicable understanding of the complex interaction amongst the abundant variables in a system involving the synthesis or use of nanomedicine. Here, we report on the current relationship and implications of nanomedicine and AI. Particularly, we explore AI as a tool for enabling nanomedicine in the context of nanodrug screening and development, brain–machine interfaces and nanotoxicology. We also report on the current state and future direction of nanomedicine and AI in cancer, diabetes, and neurological disorder therapy. (topical review)

Availability note (English)

Available from http://dx.doi.org/10.1088/1748-605X/ac15b2

Additional details

Identifiers

Publishing Information

Journal Title
Biomedical Materials (Bristol. Online)
Journal Volume
16
Journal Issue
5
Journal Page Range
[8 p.]
ISSN
1748-605X

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
53053366
Subject category
S60: APPLIED LIFE SCIENCES;
Descriptors DEI
ALGORITHMS; ARTIFICIAL INTELLIGENCE; BRAIN; DATA ANALYSIS; NANOMATERIALS; NEOPLASMS
Descriptors DEC
BODY; CENTRAL NERVOUS SYSTEM; DATA PROCESSING; DISEASES; MATERIALS; MATHEMATICAL LOGIC; NERVOUS SYSTEM; ORGANS; PROCESSING