医学中的量子计算。

Q1 Medicine
James C L Chow
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引用次数: 0

摘要

量子计算(QC)代表了计算能力的一种范式转变,为解决经典计算机无法解决的复杂问题提供了独特的能力。这篇综述论文详细介绍了量子计算的现状,尤其关注其在医学领域的应用。它探讨了诸如量子比特、叠加和纠缠等基本概念,以及量子化学从理论基础到实际进展的演变过程。论文涵盖了量子化学与医学研究交叉的重要里程碑,包括药物发现、分子建模、基因组学和医学诊断方面的突破。此外,还解释了量子算法、量子机器学习(QML)和量子增强成像等关键量子技术,强调了它们在医疗保健领域的相关性。论文还讨论了该领域面临的挑战,包括硬件限制、可扩展性以及在临床环境中的集成。展望未来,论文讨论了量子经典混合系统的潜力和量子硬件的新兴创新,并提出了这些进步可能如何加速量子质控在医学研究和临床实践中的应用。本文通过综合可靠的知识并以全面的视角进行阐述,为对量子化学在医学中的变革潜力感兴趣的研究人员提供了宝贵的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantum Computing in Medicine.

Quantum computing (QC) represents a paradigm shift in computational power, offering unique capabilities for addressing complex problems that are infeasible for classical computers. This review paper provides a detailed account of the current state of QC, with a particular focus on its applications within medicine. It explores fundamental concepts such as qubits, superposition, and entanglement, as well as the evolution of QC from theoretical foundations to practical advancements. The paper covers significant milestones where QC has intersected with medical research, including breakthroughs in drug discovery, molecular modeling, genomics, and medical diagnostics. Additionally, key quantum techniques such as quantum algorithms, quantum machine learning (QML), and quantum-enhanced imaging are explained, highlighting their relevance in healthcare. The paper also addresses challenges in the field, including hardware limitations, scalability, and integration within clinical environments. Looking forward, the paper discusses the potential for quantum-classical hybrid systems and emerging innovations in quantum hardware, suggesting how these advancements may accelerate the adoption of QC in medical research and clinical practice. By synthesizing reliable knowledge and presenting it through a comprehensive lens, this paper serves as a valuable reference for researchers interested in the transformative potential of QC in medicine.

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来源期刊
CiteScore
9.00
自引率
0.00%
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审稿时长
6 weeks
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