Advances in Finite Element Modeling of Breast Tissue Mechanics: Applications and Challenges

A. Alotaibi, H. Besbes, Aicha Rima Cheniti
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Abstract

Finite Element Modeling (FEM) has emerged as a transformative tool in the study of breast tissue mechanics, ushering in a new era of understanding and innovation in breast healthcare and research. This comprehensive review explores the intricate landscape of breast tissue, spanning its anatomy and diverse mechanical properties. It delves into the fundamentals of FEM, illuminating its principles and applications, with a particular focus on its role in diagnosis, surgical planning, implant design, and radiation therapy. Challenges in data acquisition, model complexity, and validation are addressed. Emerging trends, including machine learning integration and multi-scale modeling, are examined. Ethical and regulatory considerations are also underscored. Through this exploration, the review underscores the potential of FEM to revolutionize breast healthcare, providing personalized solutions and advancing our understanding of breast tissue mechanics. Keywords: Breast tissue, Finite Element Modeling (FEM), mechanical properties, biomechanics, medical imaging, surgical planning, breast cancer diagnosis, implant design, radiation therapy, machine learning, multi-scale modeling, personalized healthcare, ethical considerations.
乳腺组织力学有限元建模研究进展:应用与挑战
有限元建模(FEM)已经成为乳房组织力学研究中的一种变革性工具,开创了乳房保健和研究的理解和创新的新时代。这篇全面的综述探讨了乳房组织的复杂景观,跨越了它的解剖和不同的力学性质。它深入探讨了FEM的基本原理,阐明了它的原理和应用,特别侧重于它在诊断、手术计划、植入物设计和放射治疗中的作用。解决了数据获取、模型复杂性和验证方面的挑战。研究了新兴趋势,包括机器学习集成和多尺度建模。伦理和监管方面的考虑也被强调。通过这一探索,该综述强调了FEM在乳房保健方面的潜力,提供个性化的解决方案,并促进我们对乳房组织力学的理解。关键词:乳腺组织,有限元建模(FEM),力学特性,生物力学,医学成像,手术计划,乳腺癌诊断,植入物设计,放射治疗,机器学习,多尺度建模,个性化医疗,伦理考虑。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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