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Quantum Computing for Healthcare: A Review

期刊

FUTURE INTERNET
卷 15, 期 3, 页码 -

出版社

MDPI
DOI: 10.3390/fi15030094

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quantum computing; high-performance computing; quantum machine learning; healthcare

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The field of quantum computing has rapidly developed in recent years and attracted significant attention from academia and industry. Quantum computing has the potential to process information in fundamentally different ways, enabling previously unattainable computational capabilities. However, its impact on healthcare remains largely unexplored. This survey presents a systematic analysis of quantum computing's capabilities in enhancing healthcare, focusing on areas such as drug discovery, personalized medicine, DNA sequencing, medical imaging, and operational optimization.
In recent years, the interdisciplinary field of quantum computing has rapidly developed and garnered substantial interest from both academia and industry due to its ability to process information in fundamentally different ways, leading to hitherto unattainable computational capabilities. However, despite its potential, the full extent of quantum computing's impact on healthcare remains largely unexplored. This survey paper presents the first systematic analysis of the various capabilities of quantum computing in enhancing healthcare systems, with a focus on its potential to revolutionize compute-intensive healthcare tasks such as drug discovery, personalized medicine, DNA sequencing, medical imaging, and operational optimization. Through a comprehensive analysis of existing literature, we have developed taxonomies across different dimensions, including background and enabling technologies, applications, requirements, architectures, security, open issues, and future research directions, providing a panoramic view of the quantum computing paradigm for healthcare. Our survey aims to aid both new and experienced researchers in quantum computing and healthcare by helping them understand the current research landscape, identifying potential opportunities and challenges, and making informed decisions when designing new architectures and applications for quantum computing in healthcare.

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