The Power of Artificial Intelligence for Improved Patient Outcomes, Ethical Practices and Overcoming Challenges

IgMin Research Pub Date : 2024-07-16 DOI:10.61927/igmin222
Almasri Imad-Addin
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Abstract

Artificial Intelligence (AI) is revolutionizing healthcare by enhancing patient outcomes, reducing costs, and increasing the efficiency of medical professionals. This mini-review explores the diverse applications of AI in healthcare, including disease diagnosis, personalized treatment plans, and patient survival rate predictions. AI technologies such as Machine Learning (ML), deep learning, Natural Language Processing (NLP), and Robotic Process Automation (RPA) are becoming integral to modern healthcare practices. These technologies enable early disease detection, particularly in cases like cancer, by analyzing medical images and patient data, leading to more effective and personalized treatment strategies. Additionally, AI can predict patient outcomes by analyzing large datasets from electronic health records, providing valuable insights that can inform clinical decisions. However, the integration of AI in healthcare also presents significant ethical challenges. Issues such as data privacy, algorithmic bias, lack of transparency, and the potential for increased health inequalities need to be addressed. The World Health Organization (WHO) has provided guidelines emphasizing the ethical use of AI, highlighting the importance of designing AI systems that respect human rights and promote equity. As AI continues to advance, it is crucial to ensure its responsible and transparent use to maximize benefits and minimize risks. This review underscores the transformative potential of AI in healthcare while calling for vigilant ethical considerations to ensure that AI technologies are implemented in a manner that enhances patient care and upholds ethical standards.
人工智能在改善患者疗效、道德实践和克服挑战方面的力量
人工智能(AI)正在通过提高患者疗效、降低成本和提高医疗专业人员的工作效率,彻底改变医疗保健行业。本微型综述探讨了人工智能在医疗保健领域的各种应用,包括疾病诊断、个性化治疗方案和患者存活率预测。机器学习 (ML)、深度学习、自然语言处理 (NLP) 和机器人流程自动化 (RPA) 等人工智能技术正在成为现代医疗实践中不可或缺的一部分。这些技术通过分析医学影像和患者数据,实现早期疾病检测,尤其是癌症等疾病的早期检测,从而制定出更有效、更个性化的治疗策略。此外,人工智能还可以通过分析电子健康记录中的大型数据集来预测患者的预后,从而为临床决策提供有价值的见解。然而,人工智能与医疗保健的结合也带来了重大的伦理挑战。数据隐私、算法偏见、缺乏透明度以及可能加剧健康不平等等问题都需要加以解决。世界卫生组织(WHO)提供了强调人工智能伦理使用的指南,强调了设计尊重人权和促进公平的人工智能系统的重要性。随着人工智能的不断进步,确保以负责任和透明的方式使用人工智能,以实现利益最大化和风险最小化至关重要。本综述强调了人工智能在医疗保健领域的变革潜力,同时呼吁对伦理问题保持警惕,以确保人工智能技术的实施方式既能加强对患者的护理,又能维护伦理标准。
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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