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Introduction of Materials Genome Technology and Its Applications in the Field of Biomedical Materials.

Yashi QiuZhaoying WuJiali WangChao ZhangHeye Zhang
Published in: Materials (Basel, Switzerland) (2023)
Traditional research and development (R&D) on biomedical materials depends heavily on the trial and error process, thereby leading to huge economic and time burden. Most recently, materials genome technology (MGT) has been recognized as an effective approach to addressing this problem. In this paper, the basic concepts involved in the MGT are introduced, and the applications of MGT in the R&D of metallic, inorganic non-metallic, polymeric, and composite biomedical materials are summarized; in view of the existing limitations of MGT for R&D of biomedical materials, potential strategies are proposed on the establishment and management of material databases, the upgrading of high-throughput experimental technology, the construction of data mining prediction platforms, and the training of relevant materials talents. In the end, future trend of MGT for R&D of biomedical materials is proposed.
Keyphrases
  • high throughput
  • drug delivery
  • machine learning
  • randomized controlled trial
  • risk factors
  • dna methylation
  • risk assessment
  • climate change
  • electronic health record
  • cancer therapy
  • data analysis
  • open label