Ethical Concerns of AI in Neurosurgery: A Systematic Review

IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Brain and Behavior Pub Date : 2025-02-11 DOI:10.1002/brb3.70333
Muhammad Mohsin khan, Gianluca Scalia, Noman Shah, Giuseppe Emmanuele Umana, Vishal Chavda, Bipin Chaurasia
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Abstract

Background

The relentless integration of Artificial Intelligence (AI) into neurosurgery necessitates a meticulous exploration of the associated ethical concerns. This systematic review focuses on synthesizing empirical studies, reviews, and opinion pieces from the past decade, offering a nuanced understanding of the evolving intersection between AI and neurosurgical ethics.

Materials and Methods

Following PRISMA guidelines, a systematic review was conducted to identify studies addressing AI in neurosurgery, emphasizing ethical dimensions. The search strategy employed keywords related to AI, neurosurgery, and ethics. Inclusion criteria encompassed empirical studies, reviews, and ethical analyses published in the last decade, with English language restriction. Quality assessment using Joanna Briggs Institute tools ensured methodological rigor.

Results

Eight key studies were identified, each contributing unique insights to the ethical considerations associated with AI in neurosurgery. Findings highlighted limitations of AI technologies, challenges in data bias, transparency, and legal responsibilities. The studies emphasized the need for responsible AI systems, regulatory oversight, and transparent decision-making in neurosurgical practices.

Conclusions

The synthesis of findings underscores the complexity of ethical considerations in the integration of AI in neurosurgery. Transparent and responsible AI use, regulatory oversight, and mitigation of biases emerged as recurring themes. The review calls for the establishment of comprehensive ethical guidelines to ensure safe and equitable AI integration into neurosurgical practices. Ongoing research, educational initiatives, and a culture of responsible innovation are crucial for navigating the evolving landscape of AI-driven advancements in neurosurgery.

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人工智能在神经外科中的伦理问题:系统综述
人工智能(AI)与神经外科的不断融合需要对相关伦理问题进行细致的探索。这篇系统综述的重点是综合过去十年的实证研究、评论和观点,对人工智能和神经外科伦理学之间不断发展的交叉点提供了细致入微的理解。材料和方法遵循PRISMA指南,进行了系统综述,以确定在神经外科中解决人工智能问题的研究,强调伦理维度。搜索策略使用了与人工智能、神经外科和伦理学相关的关键词。入选标准包括近十年来发表的实证研究、评论和伦理分析,有英语语言限制。使用乔安娜布里格斯研究所工具的质量评估确保了方法的严谨性。结果确定了8项关键研究,每项研究都对神经外科人工智能相关的伦理考虑提供了独特的见解。调查结果强调了人工智能技术的局限性、数据偏见、透明度和法律责任方面的挑战。这些研究强调了在神经外科实践中需要负责任的人工智能系统、监管监督和透明的决策。结论综合研究结果强调了人工智能在神经外科应用中的伦理考虑的复杂性。透明和负责任的人工智能使用、监管监督和减轻偏见成为反复出现的主题。该审查呼吁建立全面的伦理准则,以确保安全、公平地将人工智能纳入神经外科实践。持续的研究、教育举措和负责任的创新文化对于引导人工智能驱动的神经外科进步的不断发展的格局至关重要。
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来源期刊
Brain and Behavior
Brain and Behavior BEHAVIORAL SCIENCES-NEUROSCIENCES
CiteScore
5.30
自引率
0.00%
发文量
352
审稿时长
14 weeks
期刊介绍: Brain and Behavior is supported by other journals published by Wiley, including a number of society-owned journals. The journals listed below support Brain and Behavior and participate in the Manuscript Transfer Program by referring articles of suitable quality and offering authors the option to have their paper, with any peer review reports, automatically transferred to Brain and Behavior. * [Acta Psychiatrica Scandinavica](https://publons.com/journal/1366/acta-psychiatrica-scandinavica) * [Addiction Biology](https://publons.com/journal/1523/addiction-biology) * [Aggressive Behavior](https://publons.com/journal/3611/aggressive-behavior) * [Brain Pathology](https://publons.com/journal/1787/brain-pathology) * [Child: Care, Health and Development](https://publons.com/journal/6111/child-care-health-and-development) * [Criminal Behaviour and Mental Health](https://publons.com/journal/3839/criminal-behaviour-and-mental-health) * [Depression and Anxiety](https://publons.com/journal/1528/depression-and-anxiety) * Developmental Neurobiology * [Developmental Science](https://publons.com/journal/1069/developmental-science) * [European Journal of Neuroscience](https://publons.com/journal/1441/european-journal-of-neuroscience) * [Genes, Brain and Behavior](https://publons.com/journal/1635/genes-brain-and-behavior) * [GLIA](https://publons.com/journal/1287/glia) * [Hippocampus](https://publons.com/journal/1056/hippocampus) * [Human Brain Mapping](https://publons.com/journal/500/human-brain-mapping) * [Journal for the Theory of Social Behaviour](https://publons.com/journal/7330/journal-for-the-theory-of-social-behaviour) * [Journal of Comparative Neurology](https://publons.com/journal/1306/journal-of-comparative-neurology) * [Journal of Neuroimaging](https://publons.com/journal/6379/journal-of-neuroimaging) * [Journal of Neuroscience Research](https://publons.com/journal/2778/journal-of-neuroscience-research) * [Journal of Organizational Behavior](https://publons.com/journal/1123/journal-of-organizational-behavior) * [Journal of the Peripheral Nervous System](https://publons.com/journal/3929/journal-of-the-peripheral-nervous-system) * [Muscle & Nerve](https://publons.com/journal/4448/muscle-and-nerve) * [Neural Pathology and Applied Neurobiology](https://publons.com/journal/2401/neuropathology-and-applied-neurobiology)
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