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Artificial Intelligence in Oncology Drug Discovery and Development最新文献

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Toward the Clinic: Understanding Patient Perspectives on AI and Data-Sharing for AI-Driven Oncology Drug Development 走向临床:了解患者对人工智能的看法以及人工智能驱动的肿瘤药物开发的数据共享
Pub Date : 2020-09-09 DOI: 10.5772/intechopen.92787
Roberta Dousa
The increasing application of AI-led systems for oncology drug development and patient care holds the potential to usher pronounced impacts for patients’ well-being. Beyond technical innovations and infrastructural adjustments, research suggests that realizing this potential also hinges upon patients’ trust and understanding. With the promise of precision oncology predicated on a data-driven approach, public and private survey studies indicate patients view the lack of clarity surrounding data privacy, security, and ownership as a growing concern. Assuming an in-depth, semi-structured interview protocol, this qualitative study examines cancer patients’ perceptions of the burgeoning development of AI-led systems for oncology as well as their perspectives on sharing health data (including genetic data) for drug development. This article seeks to provide greater insight into the legal and ethical challenges that surround the application of these tools and to explore patient-centered approaches to building the frameworks of trust and accountability crucial to transferring these advances to the clinic.
人工智能系统在肿瘤药物开发和患者护理方面的应用越来越多,有可能对患者的健康产生显著影响。除了技术创新和基础设施调整之外,研究表明,实现这一潜力还取决于患者的信任和理解。随着基于数据驱动方法的精准肿瘤学的前景,公共和私人调查研究表明,患者认为数据隐私、安全性和所有权缺乏明确性日益受到关注。假设采用深入的半结构化访谈协议,本定性研究考察了癌症患者对人工智能主导的肿瘤学系统迅速发展的看法,以及他们对共享健康数据(包括遗传数据)用于药物开发的看法。本文旨在深入了解围绕这些工具应用的法律和伦理挑战,并探索以患者为中心的方法,以建立信任和问责框架,这对于将这些进步转移到诊所至关重要。
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Artificial Intelligence in Oncology Drug Discovery and Development
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