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Artificial intelligence-aided decision support in paediatrics clinical diagnosis: development and future prospects

机译:儿科临床诊断中的人工情报 - 辅助决策支持:发展与未来前景

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摘要

Artificial intelligence (AI)-aided decision support has developed rapidly to meet the needs for effective analysis of substantial data sets from electronic medical records and medical images generated daily, and computer-assisted intelligent drug design. In clinical practice, paediatricians make medical decisions after obtaining a large amount of information about symptoms, physical examinations, laboratory test indicators, special examinations and treatments. This information is used in combination with paediatricians’ knowledge and experience to form the basis of clinical decisions. This diagnosis and therapeutic strategy development based on large amounts of information storage can be applied to both large clinical databases and data for individual patients. To date, AI applications have been of great value in intelligent diagnosis and treatment, intelligent image recognition, research and development of intelligent drugs and intelligent health management. This review aims to summarize recent advances in the research and clinical use of AI in paediatrics.
机译:人工智能(AI)的决策支持已经迅速发展,以满足有效分析每日生成的电子医疗记录和医学图像的大量数据集的需求,以及计算机辅助智能药物设计。在临床实践中,儿科医生在获得有关症状,体检,实验室检测指标,特殊考试和治疗的大量信息后进行医学决策。这些信息与儿科学习人员的知识和经验组合使用,以形成临床决策的基础。基于大量信息存储的这种诊断和治疗策略开发可以应用于各个患者的大型临床数据库和数据。迄今为止,AI应用在智能诊断和治疗,智能图像识别,智能药物和智能健康管理的研究和开发中具有重要价值。该审查旨在总结最近在儿科的AI研究和临床应用的最新进展。

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