Enhancing Efficiency with an AI-Augmented Clinician in Neurology.

IF 7 2区 医学 Q1 GERIATRICS & GERONTOLOGY Aging and Disease Pub Date : 2024-11-02 DOI:10.14336/AD.2024.1249
Krish Kapadia, Sanskriti Ruwali, Tanvi Malav, Sridhar Seshadri, Abraham Seidmann, Daniel Z Press, Vijaya B Kolachalama
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Abstract

Integrating artificial intelligence (AI) technologies into neurology promises increased patient access, engagement, and quality of care, as well as improved quality of work life for clinicians. While most studies have focused on comparing AI models to expert performance, we argue for a more practical approach: demonstrating how AI can augment clinical practice. This article presents a framework for pragmatic AI augmentation, addressing the shortage in neurology practices, exploring the potential of AI in opportunistic screening, and encouraging the concept of AI serving as a "co-pilot" in neurology. We discuss recommendations for future studies designed to emphasize human-computer collaboration, ensuring AI enhances rather than replaces clinical expertise.

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利用人工智能增强神经病学临床医生的工作效率。
将人工智能(AI)技术融入神经学有望提高患者的就诊率、参与度和护理质量,并改善临床医生的工作生活质量。虽然大多数研究都侧重于将人工智能模型与专家的表现进行比较,但我们主张采用更实用的方法:展示人工智能如何增强临床实践。本文提出了一个务实的人工智能增强框架,以解决神经病学实践中的不足,探索人工智能在机会性筛查中的潜力,并鼓励人工智能在神经病学中充当 "副驾驶 "的概念。我们讨论了未来研究的建议,旨在强调人机协作,确保人工智能增强而非取代临床专业知识。
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
Aging and Disease
Aging and Disease GERIATRICS & GERONTOLOGY-
CiteScore
14.60
自引率
2.70%
发文量
138
审稿时长
10 weeks
期刊介绍: Aging & Disease (A&D) is an open-access online journal dedicated to publishing groundbreaking research on the biology of aging, the pathophysiology of age-related diseases, and innovative therapies for conditions affecting the elderly. The scope encompasses various diseases such as Stroke, Alzheimer's disease, Parkinson’s disease, Epilepsy, Dementia, Depression, Cardiovascular Disease, Cancer, Arthritis, Cataract, Osteoporosis, Diabetes, and Hypertension. The journal welcomes studies involving animal models as well as human tissues or cells.
期刊最新文献
Deformability of Heterogeneous Red Blood Cells in Aging and Related Pathologies. Advancements in Targeting Macrophage Senescence for Age-Associated Conditions. Enhancing Efficiency with an AI-Augmented Clinician in Neurology. Impairment of the trans-Golgi-Lysosomal Pathway Accelerates Dopaminergic Neuronal Senescence in LRRK2R1627P Rats. Comment on: "Senolytic Treatment Improve Small Intestine Regeneration in Aging".
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