Materials informatics for developing new restorative dental materials: A narrative review

IF 1.5 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Frontiers in dental medicine Pub Date : 2023-01-26 DOI:10.3389/fdmed.2023.1123976
S. Yamaguchi, Hefei Li, S. Imazato
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引用次数: 1

Abstract

Materials informatics involves the application of computational methodologies to process and interpret scientific and engineering data concerning materials. Although this concept has been well established in the fields of biology, drug discovery, and classic materials research, its application in the field of dental materials is still in its infancy. This narrative review comprehensively summarizes the advantages, limitations, and future perspectives of materials informatics from 2003 to 2022 for exploring the optimum compositions in developing new materials using artificial intelligence. The findings indicate that materials informatics, which is a recognized and established concept in the materials science field, will accelerate the process of restorative materials development and contribute to produce new insights into dental materials research.
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材料信息学用于开发新的牙科修复材料:述评
材料信息学涉及应用计算方法来处理和解释与材料有关的科学和工程数据。尽管这一概念在生物学、药物发现和经典材料研究领域已经得到了很好的确立,但其在牙科材料领域的应用仍处于初级阶段。这篇叙述性综述全面总结了2003年至2022年材料信息学的优势、局限性和未来前景,以探索利用人工智能开发新材料的最佳成分。研究结果表明,材料信息学是材料科学领域公认的概念,将加速修复材料的开发进程,并有助于对牙科材料研究产生新的见解。
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CiteScore
2.10
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0.00%
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0
审稿时长
13 weeks
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