人工智能在空间医学中的挑战

Ethan Waisberg, Joshua Ong, P. Paladugu, Sharif Amit Kamran, Nasif Zaman, Andrew Lee, A. Tavakkoli
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引用次数: 15

摘要

在长时间的太空飞行中,人体经历了许多变化,包括肌肉骨骼、视觉和行为的变化。这些微重力引起的影响中有几个可能成为未来探索任务的潜在障碍。人工智能(AI)在医学领域的出现取得了迅速进展,在航天飞行期间维护和监测宇航员健康方面有许多有前途的应用。然而,严峻的环境和太空飞行的独特性质给成功训练和部署维护宇航员健康和任务绩效的成功系统带来了挑战。本文探讨了人工智能在空间医学发展中面临的动态障碍。这些不同的挑战包括用于算法训练的有限宇航员数据,以及在医疗有限的空间环境中部署自动诊断系统时的道德/法律考虑。然后讨论了如何应对这些挑战以及这一新兴研究领域的未来方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Challenges of Artificial Intelligence in Space Medicine
The human body undergoes many changes during long-duration spaceflight including musculoskeletal, visual, and behavioral changes. Several of these microgravity-induced effects serve as potential barriers to future exploration missions. The advent of artificial intelligence (AI) in medicine has progressed rapidly and has many promising applications for maintaining and monitoring astronaut health during spaceflight. However, the austere environment and unique nature of spaceflight present with challenges in successfully training and deploying successful systems for upholding astronaut health and mission performance. In this article, the dynamic barriers facing AI development in space medicine are explored. These diverse challenges range from limited astronaut data for algorithm training to ethical/legal considerations in deploying automated diagnostic systems in the setting of the medically limited space environment. How to address these challenges is then discussed and future directions for this emerging field of research.
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