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量子计算在生物医学与医疗保健中的潜在作用:超越人工智能的新前沿

The Potential Role of Quantum Computing in Biomedicine and Healthcare: The Next Frontier Beyond Artificial Intelligence.

作者信息

Suvvari Tarun Kumar, Konakanchi Venkata Sai Bhargav Pradeep, Muppavarapu Ramya Sree, Arigapudi Nithya

机构信息

General Medicine, Rangaraya Medical College, Kakinada, IND.

Research, Squad Medicine and Research (SMR), Andhra Pradesh, IND.

出版信息

Cureus. 2025 Apr 22;17(4):e82759. doi: 10.7759/cureus.82759. eCollection 2025 Apr.

DOI:10.7759/cureus.82759
PMID:40406784
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12096140/
Abstract

Quantum computing is poised to revolutionize biomedicine and healthcare, offering computational advantages that surpass classical and artificial intelligence-based approaches. Its ability to process complex biological data, simulate molecular interactions, and optimize drug discovery presents unprecedented opportunities for personalized medicine and disease modeling. Quantum algorithms can enhance genomic analysis, accelerating diagnostics and therapeutic interventions. Quantum-enhanced machine learning may refine predictive models for patient outcomes and epidemiological trends. Despite its transformative potential, challenges such as hardware limitations, error rates, and algorithm development must be addressed for practical implementation. This editorial explores the emerging role of quantum computing in biomedical research and healthcare, highlighting its capabilities, current advancements, and future implications.

摘要

量子计算有望彻底改变生物医学和医疗保健领域,提供超越传统和基于人工智能方法的计算优势。它处理复杂生物数据、模拟分子相互作用以及优化药物发现的能力为个性化医疗和疾病建模带来了前所未有的机遇。量子算法可以加强基因组分析,加速诊断和治疗干预。量子增强机器学习可能会改进针对患者预后和流行病学趋势的预测模型。尽管具有变革潜力,但要实现实际应用,还必须应对诸如硬件限制、错误率和算法开发等挑战。这篇社论探讨了量子计算在生物医学研究和医疗保健中的新兴作用,突出了其能力、当前进展以及未来影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0c3/12096140/708d76f9ef91/cureus-0017-00000082759-i01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0c3/12096140/708d76f9ef91/cureus-0017-00000082759-i01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0c3/12096140/708d76f9ef91/cureus-0017-00000082759-i01.jpg

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本文引用的文献

1
Quantum Computing in Medicine.医学中的量子计算。
Med Sci (Basel). 2024 Nov 17;12(4):67. doi: 10.3390/medsci12040067.
2
A primer for quantum computing and its applications to healthcare and biomedical research.量子计算基础及其在医疗保健和生物医学研究中的应用。
J Am Med Inform Assoc. 2024 Aug 1;31(8):1774-1784. doi: 10.1093/jamia/ocae149.
3
The Quantum-Medical Nexus: Understanding the Impact of Quantum Technologies on Healthcare.量子医学关系:理解量子技术对医疗保健的影响。
Cureus. 2023 Oct 31;15(10):e48077. doi: 10.7759/cureus.48077. eCollection 2023 Oct.
4
The Future of Drug Development with Quantum Computing.量子计算在药物研发领域的未来。
Methods Mol Biol. 2024;2716:153-179. doi: 10.1007/978-1-0716-3449-3_7.
5
Quantum computing for near-term applications in generative chemistry and drug discovery.量子计算在生成化学和药物发现中的近期应用。
Drug Discov Today. 2023 Aug;28(8):103675. doi: 10.1016/j.drudis.2023.103675. Epub 2023 Jun 16.
6
Quantum Computing in the Next-Generation Computational Biology Landscape: From Protein Folding to Molecular Dynamics.量子计算在下一代计算生物学领域的应用:从蛋白质折叠到分子动力学。
Mol Biotechnol. 2024 Feb;66(2):163-178. doi: 10.1007/s12033-023-00765-4. Epub 2023 May 27.
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Quantum computing at the frontiers of biological sciences.量子计算在生物科学前沿。
Nat Methods. 2021 Jul;18(7):701-709. doi: 10.1038/s41592-020-01004-3.
8
The Potential of Quantum Computing and Machine Learning to Advance Clinical Research and Change the Practice of Medicine.量子计算与机器学习推动临床研究及改变医学实践的潜力。
Mo Med. 2018 Sep-Oct;115(5):463-467.