Applications of digital twins in medicine and the ontological model of medical digital twins

A. Ahmadova
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Abstract

The article demonstrates the applications, essence and possibilities of digital twin technology and explains the advantages of digital twin technology and potential challenges. A digital twin is a digital copy that can be used to simulate the status of a physical object or system. The integration of digital twin technologies with the Internet of things, Big Data and Artificial intelligence offers innovative solutions for quicker detection of arisen problems (or problems to arise) related to changes in a real physical object and for making relevant decisions. The development of such solutions in the healthcare is crucial for preserving human health and providing people with higher-quality medical care. It is possible to get an early diagnosis of the disease and the selection of a more effective treatment method on the produced digital twin by transferring the patient’s physical characteristics and changes in his/her body to the digital environment. The article analyzes medical digital twins, categorizing their benefits into patient health, cost reduction, self-management, and other benefits. In order to ensure adaptability and effectiveness in disease therapy and healthcare management decision-making, the patientoriented ontology of healthcare is examined, and a four-level ontological model is suggested to create its digital twin. The creation of a patient-oriented digital twin of healthcare requires the creation of a digital twin of existing physical objects at each level of its ontological model. The creation of digital twin in healthcare opens wide opportunities for making decisions on provision of safe and high-quality medical care to patients.
数字双胞胎在医学中的应用和医学数字双胞胎的本体模型
文章展示了数字孪生技术的应用、本质和可能性,并解释了数字孪生技术的优势和潜在挑战。数字孪生是一个数字副本,可用于模拟物理对象或系统的状态。数字孪生技术与物联网、大数据和人工智能的整合提供了创新的解决方案,可以更快地发现与真实物理对象变化相关的已出现问题(或即将出现的问题),并做出相关决策。在医疗保健领域开发此类解决方案对于保护人类健康和为人们提供更高质量的医疗保健至关重要。通过将病人的物理特征和身体变化转移到数字环境中,可以在生成的数字孪生上对疾病进行早期诊断,并选择更有效的治疗方法。文章对医疗数字孪生进行了分析,将其优势分为患者健康、降低成本、自我管理和其他优势。为了确保疾病治疗和医疗管理决策的适应性和有效性,研究了面向患者的医疗本体,并提出了创建其数字孪生的四级本体模型。要创建以患者为导向的医疗保健数字孪生体,就必须在本体论模型的每个层次上创建现有物理对象的数字孪生体。在医疗保健领域创建数字孪生为决策提供了广泛的机会,有助于为患者提供安全、优质的医疗保健服务。
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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