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/ac15b2Additional 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