人工智能在组织工程中的应用。

IF 5.1 2区 医学 Q2 CELL & TISSUE ENGINEERING Tissue Engineering. Part B, Reviews Pub Date : 2025-02-01 Epub Date: 2024-04-22 DOI:10.1089/ten.TEB.2024.0022
Reza Bagherpour, Ghasem Bagherpour, Parvin Mohammadi
{"title":"人工智能在组织工程中的应用。","authors":"Reza Bagherpour, Ghasem Bagherpour, Parvin Mohammadi","doi":"10.1089/ten.TEB.2024.0022","DOIUrl":null,"url":null,"abstract":"<p><p>Tissue engineering, a crucial approach in medical research and clinical applications, aims to regenerate damaged organs. By combining stem cells, biochemical factors, and biomaterials, it encounters challenges in designing complex 3D structures. Artificial intelligence (AI) enhances tissue engineering through computational modeling, biomaterial design, cell culture optimization, and personalized medicine. This review explores AI applications in organ tissue engineering (bone, heart, nerve, skin, cartilage), employing various machine learning (ML) algorithms for data analysis, prediction, and optimization. Each section discusses common ML algorithms and specific applications, emphasizing the potential and challenges in advancing regenerative therapies.</p>","PeriodicalId":23134,"journal":{"name":"Tissue Engineering. Part B, Reviews","volume":" ","pages":"31-43"},"PeriodicalIF":5.1000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of Artificial Intelligence in Tissue Engineering.\",\"authors\":\"Reza Bagherpour, Ghasem Bagherpour, Parvin Mohammadi\",\"doi\":\"10.1089/ten.TEB.2024.0022\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Tissue engineering, a crucial approach in medical research and clinical applications, aims to regenerate damaged organs. By combining stem cells, biochemical factors, and biomaterials, it encounters challenges in designing complex 3D structures. Artificial intelligence (AI) enhances tissue engineering through computational modeling, biomaterial design, cell culture optimization, and personalized medicine. This review explores AI applications in organ tissue engineering (bone, heart, nerve, skin, cartilage), employing various machine learning (ML) algorithms for data analysis, prediction, and optimization. Each section discusses common ML algorithms and specific applications, emphasizing the potential and challenges in advancing regenerative therapies.</p>\",\"PeriodicalId\":23134,\"journal\":{\"name\":\"Tissue Engineering. Part B, Reviews\",\"volume\":\" \",\"pages\":\"31-43\"},\"PeriodicalIF\":5.1000,\"publicationDate\":\"2025-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Tissue Engineering. Part B, Reviews\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1089/ten.TEB.2024.0022\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/4/22 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"CELL & TISSUE ENGINEERING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Tissue Engineering. Part B, Reviews","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1089/ten.TEB.2024.0022","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/4/22 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"CELL & TISSUE ENGINEERING","Score":null,"Total":0}
引用次数: 0

摘要

组织工程是医学研究和临床应用的重要方法,旨在再生受损器官。通过结合干细胞、生化因子和生物材料,组织工程在设计复杂的三维结构时遇到了挑战。人工智能(AI)通过计算建模、生物材料设计、细胞培养优化和个性化医疗等手段,提高了组织工程学的水平。本综述探讨了人工智能在器官组织工程(骨、心脏、神经、皮肤、软骨)中的应用,采用各种机器学习(ML)算法进行数据分析、预测和优化。每一部分都讨论了常见的 ML 算法和具体应用,强调了推进再生疗法的潜力和挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Application of Artificial Intelligence in Tissue Engineering.

Tissue engineering, a crucial approach in medical research and clinical applications, aims to regenerate damaged organs. By combining stem cells, biochemical factors, and biomaterials, it encounters challenges in designing complex 3D structures. Artificial intelligence (AI) enhances tissue engineering through computational modeling, biomaterial design, cell culture optimization, and personalized medicine. This review explores AI applications in organ tissue engineering (bone, heart, nerve, skin, cartilage), employing various machine learning (ML) algorithms for data analysis, prediction, and optimization. Each section discusses common ML algorithms and specific applications, emphasizing the potential and challenges in advancing regenerative therapies.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Tissue Engineering. Part B, Reviews
Tissue Engineering. Part B, Reviews Biochemistry, Genetics and Molecular Biology-Biochemistry
CiteScore
12.80
自引率
1.60%
发文量
150
期刊介绍: Tissue Engineering Reviews (Part B) meets the urgent need for high-quality review articles by presenting critical literature overviews and systematic summaries of research within the field to assess the current standing and future directions within relevant areas and technologies. Part B publishes bi-monthly.
期刊最新文献
Letter to the Editor as a Reply to "Advances in the Development of Auricular Cartilage Bioimplants". Response to Dr. Leto Barone on "Advances in the Development of Auricular Cartilage Bioimplants". Interactions Between Mesenchymal Stem Cells and Microorganisms: Unraveling the Paradox for Enhanced Mesenchymal Stem Cell-Based Therapy. Decellularized Adipose Matrix for Soft Tissue Regeneration: Enhancing Angiogenesis and Adipogenesis. Thrombogenicity Assessment of Perfusable Tissue-Engineered Constructs: A Systematic Review.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1