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医疗保健预测分析领域人工智慧 (AI) 的全球市场:预测(2024-2029 年)Artificial Intelligence (AI) In Predictive Healthcare Analytics Market - Forecasts from 2024 to 2029 |
全球医疗保健预测分析领域人工智慧(AI)市场规模预计将从 2024 年的 51.65 亿美元增加到 2029 年的 293.6 亿美元,复合年增长率为 41.56%。
在医疗保健预测分析中实施人工智慧 (AI) 是医院和医疗保健机构中一个有趣且不断发展的议题。在预防性医疗保健解决方案中,预测分析、医疗保健分析整合和人工智慧利用患者健康资讯来预测未来的人口健康风险并提案干预措施。
此外,人工智慧预测建模,也称为预测建模,是人工智慧最广泛使用的形式。人工智慧评估来自数百万份电子健康记录(EHR) 的综合遗传、表型和生活方式资料,以预测即将发生的疾病发作、再入院的可能性以及患者对干预措施的反应。这种预测能力使服务提供者甚至可以在疾病出现之前就采取行动和设计流程,从而使医疗保健系统受益,从而使其成为改善服务的经济高效的方式。医疗保健预测分析领域的人工智慧市场相当乐观。我们设想透过策略决策、加强预防和积极部署个人化治疗来改变医疗保健服务。
医疗保健预测分析中的人工智慧 (AI) 市场驱动因素
人工智慧应用的进步是医疗保健预测分析领域人工智慧市场成长的主要原因之一。这项发展包括机器学习、自然语言处理、电脑视觉等。这项发展将使人工智慧流程能够对大量复杂的医疗资讯进行严格而广泛的分析,例如患者病历、基因组序列,甚至诊断成像。
这将允许医疗保健系统相关人员预测疾病结果、分析风险因素和客製化治疗方法,从而改变医疗保健的决策流程。基于人工智慧的预测模型的准确性和性能的提高正在增加医疗保健提供者和研究人员对这些模型的使用。人工智慧技术的发展有潜力改变医疗保健分析,按照趋势倡导促进患者福祉,并导致向预防性和基于资讯的护理的奇妙转变。
医疗保健预测分析市场中的人工智慧 (AI):地理视角
预计北美将保持其在医疗保健预测分析市场的人工智慧市场领先地位。这是由于美国医疗保健系统中医疗保健分析和预测建模人工智慧技术的广泛使用和不断增长。北美由于其发达的医疗设施、对人工智慧计划的高投资以及知名医疗技术公司的存在而保持了主导地位。
此外,该地区正在加强以患者为中心的医疗保健和精准医疗,并越来越多地使用基于人工智慧的预测分析来利用患者的治疗结果、最大限度地利用资源并改善医疗保健服务。人工智慧技术在预测医疗保健领域的发展是确保北美继续引领人工智慧在医疗保健预测分析市场的因素之一。
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Artificial intelligence (AI) in the predictive healthcare analytics market is expected to grow at a CAGR of 41.56%, reaching a market size of US$29.360 billion in 2029 and US$5.165 billion in 2024.
The implementation of Artificial Intelligence (AI) in predictive healthcare analytics is an interesting and growing topic in hospitals and healthcare facilities. In preventive care solutions, predictive analytics, integration of healthcare analytics, and AI utilize the patient's health information, predict health risks to the population in the future, and propose interventions.
Further, artificial intelligence predictive modeling, also known as predictive modeling, is the most extensively utilized form of AI. AI evaluates the integrated data of millions of genetic, phenotypic, and lifestyle electronic health records (EHR) to predict impending disease attacks, possible readmission, and a patient's response to an intervention. This predictive capacity benefits the healthcare system by enabling the service providers to act and design the processes even before any illness appears, which is a cost-effective way of improving the services. The market for AI in predictive healthcare analytics is quite optimistic. It envisions the transformation of healthcare delivery through strategic resolution-making, enhancing prevention, and even the positive development of individualized care treatment.
Artificial intelligence (AI) in the predictive healthcare analytics market drivers?
Progress in the application of AI has been one of the major reasons for AI in the predictive healthcare analytics market growth. This development encompasses many things, most notably machine learning, natural language processing, and computer vision, among others. This progression enables the AI processes to conduct severe and extensive analysis of enormous and complex volumes of medical-related information such as patient history, genome sequencing, and even imagery diagnostics.
It empowers healthcare system stakeholders to predict disease outcomes, analyze risk factors, and customize treatment methodologies, thus changing the decision-making processes in healthcare. The growing precision and performance of AI-based prediction models have led to an increased use of these models by health providers and researchers. There is a possibility of alterations in healthcare analytics, enhancement of the patient's well-being as advocated by the trends, and a commendable shift to preventive and information-based treatments due to the growth in AI technologies.
Artificial intelligence (AI) in the predictive healthcare analytics market - geographical outlook
North America was anticipated to retain its market leadership in AI in the predictive healthcare analytics market. This is due to the extensive use and growth of healthcare analytics and predictive modeling AI technology within the United States healthcare system. North America's continued dominance is also ascribed to its well-established healthcare facilities, high investment in AI projects, and presence of prominent health technology corporations.
Moreover, enhanced patient-centered healthcare and precision medicine in the region also increases the use of AI-based predictive analytics to leverage patient outcomes, maximize resource utilization, and elevate healthcare services. The developments in artificial intelligence technology in predictive healthcare are one of the factors that will guarantee that North America will continue to lead in the AI in predictive healthcare analytics market.
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