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'Feasibility test and application of AI in healthcare'-with special emphasis in clinical, pharmacovigilance, and regulatory practices

机译:“医疗保健中AI的可行性试验和应用” - 特别强调临床,药物文理和监管实践

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Artificial intelligence (AI) is the use of the machine by the introduction of learning technologies to the machine with the help of data collected in the past to be used for solving problems that arise in the future. The present review article focuses on the role of AI in healthcare such as drug development, clinical trial, disease management, pharmacovigilance (PV), and regulatory practices. The AI helps in patient's randomization and also increases the success rate of clinical trials. Diabetes retinopathy, diabetes, and cancer are the leading global health burdens in which AI has shown positive results in the detection, prevention, mitigation, and treatment of these diseases. PV data plays an important role in ensuring the safety of ongoing medical products. Once the AI implemented the PV data it is expected to be more accurate and quality reporting is provided. The role of AI is also expended in detecting adulteration in herbal drugs. Various regulatory frameworks are laid down by the US FDA, MHRA, TGA, and others for the safe and efficient use of AI in healthcare. The present article highlights the role of AI in promoting healthcare however the challenges of AI while practice to be addressed from time to time.
机译:人工智能(AI)是通过将学习技术引入机器,并借助于过去收集的数据来使用机器,以解决未来出现的问题。本综述文章重点介绍人工智能在医疗保健中的作用,如药物开发、临床试验、疾病管理、药物警戒(PV)和监管实践。人工智能有助于患者的随机化,也提高了临床试验的成功率。糖尿病视网膜病变、糖尿病和癌症是主要的全球健康负担,人工智能在检测、预防、缓解和治疗这些疾病方面显示出积极的结果。PV数据在确保正在进行的医疗产品的安全性方面发挥着重要作用。一旦AI实施了PV数据,预计将更加准确,并提供高质量的报告。人工智能的作用还扩展到检测草药中的掺假。美国FDA、MHRA、TGA和其他机构为人工智能在医疗保健中的安全高效使用制定了各种监管框架。本文强调了人工智能在促进医疗保健方面的作用,但人工智能在实践中面临的挑战有待不时解决。

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