Revolutionizing Neurodegenerative Disease Management: The Synergy of AI and Pharmacy.

Q3 Medicine
Krishnaveni Manubolu, Raveesha Peeriga
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引用次数: 0

Abstract

Neurodegenerative diseases, including Alzheimer's, Parkinson's, and amyotrophic lateral sclerosis (ALS), represent major healthcare challenges worldwide. Despite advances in diagnosis and treatment, these conditions remain incurable, and there is a need for more effective management strategies. The integration of artificial intelligence (AI) in healthcare has emerged as a promising solution, offering new approaches to diagnosis, personalized treatment, and patient care. This paper explores the potential of AI to revolutionize the management of neurodegenerative diseases, with a focus on its synergistic role in pharmacy. By leveraging AI in drug discovery, personalized treatment plans, and clinical decision-making, AI can enhance therapeutic outcomes and improve patient quality of life. The study reviews the current landscape of AI applications in neurodegenerative disease management, with a focus on pharmacy-related interventions. The review includes AI-driven approaches in genomics, biomarkers, drug repurposing, and clinical trials. It also examines AI's role in optimizing pharmaceutical care, improving medication adherence, and tailoring treatments based on individual genetic profiles. AI has demonstrated its capability to analyze vast datasets, from genetic information to clinical records, to identify novel drug targets and predict patient responses to specific therapies. The use of AI in precision medicine has enabled more accurate diagnosis and has facilitated the development of personalized treatments for neurodegenerative diseases. Additionally, AI tools are enhancing medication management by providing personalized therapy adjustments and improving adherence. AI offers transformative potential for the future of neurodegenerative disease management. Its integration into pharmacy practice promises more effective, individualized treatments, accelerating drug discovery, and optimizing patient care. As AI technologies continue to advance, their role in managing complex neurological disorders will become increasingly vital.

革命性的神经退行性疾病管理:人工智能和药学的协同作用。
神经退行性疾病,包括阿尔茨海默病、帕金森病和肌萎缩侧索硬化症(ALS),是全球主要的医疗保健挑战。尽管在诊断和治疗方面取得了进展,但这些疾病仍然无法治愈,因此需要更有效的管理策略。人工智能(AI)在医疗保健领域的整合已经成为一种有前途的解决方案,为诊断、个性化治疗和患者护理提供了新的方法。本文探讨了人工智能对神经退行性疾病的革命性管理的潜力,重点是其在药学中的协同作用。通过在药物发现、个性化治疗计划和临床决策中利用人工智能,人工智能可以提高治疗效果,改善患者的生活质量。该研究回顾了人工智能在神经退行性疾病管理中的应用现状,重点是与药物相关的干预措施。该综述包括基因组学、生物标志物、药物再利用和临床试验中人工智能驱动的方法。它还研究了人工智能在优化药物护理、提高药物依从性和根据个人基因谱定制治疗方面的作用。人工智能已经证明了其分析大量数据集的能力,从遗传信息到临床记录,识别新的药物靶点,预测患者对特定疗法的反应。人工智能在精准医疗中的应用使诊断更加准确,并促进了神经退行性疾病个性化治疗的发展。此外,人工智能工具通过提供个性化的治疗调整和提高依从性来加强药物管理。人工智能为神经退行性疾病管理的未来提供了变革性的潜力。它与药学实践的整合承诺更有效,个性化的治疗,加速药物发现,并优化患者护理。随着人工智能技术的不断进步,它们在管理复杂神经系统疾病方面的作用将变得越来越重要。
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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来源期刊
Current aging science
Current aging science Medicine-Geriatrics and Gerontology
CiteScore
3.90
自引率
0.00%
发文量
40
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