Quantum computing for healthcare: a review
Open accessAbstract
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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Quantum technologies have the potential to revolutionize healthcare and medicine.
“QTs have the potential to revolutionize healthcare and medicine (Batool et al., 2022; Ur Rasool et al., 2023).”
From Quantum technology for development framework as a tool for science diplomacy (2023) · cites this paper as Ur Rasool et al., 2023
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2 retracted
Devi, V. A., & Kalaivani, V. (2021) · Personal and Ubiquitous Computing · doi:10.1007/s00779-021-01546-z · Cited by 71 · see citing works
RetractedPerumal, A. M., & Nadar, E. R. S. (2020) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-020-02393-1 · Cited by 19 · see citing works
RetractedQuantum Computing in the NISQ era and beyond
Preskill, J. (2018) · Quantum · doi:10.22331/q-2018-08-06-79 · Cited by 8,830 · see citing works
Quantum Computations with Cold Trapped Ions
Cirac, J. I., & Zoller, P. (1995) · Physical Review Letters · doi:10.1103/physrevlett.74.4091 · Cited by 3,733 · see citing works
Simple Proof of Security of the BB84 Quantum Key Distribution Protocol
Shor, P. W., & Preskill, J. (2000) · Physical Review Letters · doi:10.1103/physrevlett.85.441 · Cited by 3,047 · see citing works
Quantum internet: a vision for the road ahead
Wehner, S., Elkouss, D., & Hanson, R. (2018) · Science · doi:10.1126/science.aam9288 · Cited by 2,467 · see citing works
Quantum computational advantage using photons
Zhong, H.-S., Wang, H., Deng, Y.-H., Chen, M.-C., Peng, L.-C., Luo, Y.-H., Qin, J., Wu, D., Ding, X., Hu, Y., et al. (2020) · Science · doi:10.1126/science.abe8770 · Cited by 2,405 · see citing works
Measurement-Device-Independent Quantum Key Distribution
Lo, H., Curty, M., & Qi, B. (2012) · Physical Review Letters · doi:10.1103/physrevlett.108.130503 · Cited by 2,252 · see citing works
Salakhutdinov, R., & Hinton, G. E. (2009) · Cited by 1,890 · see citing works
Quantum Key Distribution with High Loss: Toward Global Secure Communication
Hwang, W.-Y. (2003) · Physical Review Letters · doi:10.1103/physrevlett.91.057901 · Cited by 1,814 · see citing works
Device-Independent Security of Quantum Cryptography against Collective Attacks
Acín, A., Brunner, N., Gisin, N., Massar, S., Pironio, S., & Scarani, V. (2007) · Physical Review Letters · doi:10.1103/physrevlett.98.230501 · Cited by 1,713 · see citing works
Quantum Chemistry in the Age of Quantum Computing
Cao, Y., Romero, J., Olson, J. P., Degroote, M., Johnson, P. D., Kieferová, M., Kivlichan, I. D., Menke, T., Peropadre, B., Sawaya, N. P. D., et al. (2019) · Chemical Reviews · doi:10.1021/acs.chemrev.8b00803 · Cited by 1,560 · see citing works
Security of Quantum Key Distribution Using d -Level Systems
Cerf, N. J., Bourennane, M., Karlsson, A., & Gisin, N. (2002) · Physical Review Letters · doi:10.1103/physrevlett.88.127902 · Cited by 1,359 · see citing works
Quantum computation and Shor's factoring algorithm
Ekert, A., & Jozsa, R. (1996) · Reviews of Modern Physics · doi:10.1103/revmodphys.68.733 · Cited by 1,354 · see citing works
Characterizing quantum supremacy in near-term devices
Boixo, S., Isakov, S. V., Smelyanskiy, V. N., Babbush, R., Ding, N., Jiang, Z., Bremner, M. J., Martinis, J. M., & Neven, H. (2018) · Nature Physics · doi:10.1038/s41567-018-0124-x · Cited by 1,175 · see citing works
Hacking commercial quantum cryptography systems by tailored bright illumination
Lydersen, L., Wiechers, C., Wittmann, C., Elser, D., Skaar, J., & Makarov, V. (2010) · Nature Photonics · doi:10.1038/nphoton.2010.214 · Cited by 1,144 · see citing works
An adaptive variational algorithm for exact molecular simulations on a quantum computer
Grimsley, H. R., Economou, S. E., Barnes, E., & Mayhall, N. J. (2019) · Nature Communications · doi:10.1038/s41467-019-10988-2 · Cited by 1,033 · see citing works
Effective Choice in the Prisoner's Dilemma
Axelrod, R. (1980) · Journal of Conflict Resolution · doi:10.1177/002200278002400101 · Cited by 957 · see citing works
Ali, F., El–Sappagh, S., Islam, S. M. R., Kwak, D., Ali, A., Imran, M. A., & Kwak, K.-S. (2020) · Information Fusion · doi:10.1016/j.inffus.2020.06.008 · Cited by 840 · see citing works
Digital Twins in Health Care: Ethical Implications of an Emerging Engineering Paradigm
Bruynseels, K., Santoni de Sio, F., & van den Hoven, J. (2018) · Frontiers in Genetics · doi:10.3389/fgene.2018.00031 · Cited by 704 · see citing works
Singh, H., Meyer, A. N. D., & Thomas, E. J. (2014) · BMJ Quality & Safety · doi:10.1136/bmjqs-2013-002627 · Cited by 677 · see citing works
A Survey on quantum computing technology
Gyongyosi, L., & Imre, S. (2019) · Computer Science Review · doi:10.1016/j.cosrev.2018.11.002 · Cited by 646 · see citing works
FAULT-TOLERANT QUANTUM COMPUTATION
Preskill, J. P. (1998) · WORLD SCIENTIFIC eBooks · doi:10.1142/9789812385253_0008 · Cited by 525 · see citing works
Quantum Internet: Networking Challenges in Distributed Quantum Computing
Cacciapuoti, A. S., Caleffi, M., Tafuri, F., Cataliotti, F. S., Gherardini, S., & Bianchi, G. (2019) · IEEE Network · doi:10.1109/mnet.001.1900092 · Cited by 516 · see citing works
Experimental comparison of two quantum computing architectures
Linke, N. M., Maslov, D., Roetteler, M., Debnath, S., Figgatt, C., Landsman, K. A., Wright, K., & Monroe, C. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1618020114 · Cited by 508 · see citing works
Realization of a scalable Shor algorithm
Monz, T., Nigg, D., Martinez, E. A., Brandl, M. F., Schindler, P., Rines, R., Wang, S. X., Chuang, I. L., & Blatt, R. (2016) · Science · doi:10.1126/science.aad9480 · Cited by 486 · see citing works
Quantum Computing for Finance: State-of-the-Art and Future Prospects
Egger, D. J., Gambella, C., Marecek, J., McFaddin, S., Mevissen, M., Raymond, R., Simonetto, A., Woerner, S., & Yndurain, E. (2020) · IEEE Transactions on Quantum Engineering · doi:10.1109/tqe.2020.3030314 · Cited by 422 · see citing works
Finite-key analysis for measurement-device-independent quantum key distribution
Curty, M., Xu, F., Cui, W., Lim, C. C. W., Tamaki, K., & Lo, H. (2014) · Nature Communications · doi:10.1038/ncomms4732 · Cited by 416 · see citing works
Secure device-independent quantum key distribution with causally independent measurement devices
Masanes, L., Pironio, S., & Acín, A. (2011) · Nature Communications · doi:10.1038/ncomms1244 · Cited by 378 · see citing works
Explainable, trustworthy, and ethical machine learning for healthcare: A survey
Rasheed, K., Qayyum, A., Ghaly, M., Al-Fuqaha, A., Razi, A., & Qadir, J. (2022) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2022.106043 · Cited by 372 · see citing works
Self-citationThe Recurrent Temporal Restricted Boltzmann Machine
Sutskever, I., Hinton, G. E., & Taylor, G. W. (2008) · Cited by 367 · see citing works
Fernández‐Caramés, T. M. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2019.2958788 · Cited by 340 · see citing works
A Survey on Quantum Channel Capacities
Gyongyosi, L., Imre, S., & Nguyen, H. V. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2786748 · Cited by 337 · see citing works
Layered architecture for quantum computing
Jones, N. C., Van Meter, R., Fowler, A. G., McMahon, P. L., Kim, J., Ladd, T. D., & Yamamoto, Y. (2012) · Physical Review X · doi:10.1103/physrevx.2.031007 · Cited by 332 · see citing works
An Introduction to Hilbert Space
Young, N. J. (1988) · Cambridge University Press eBooks · doi:10.1017/cbo9781139172011 · Cited by 331 · see citing works
Experimental Demonstration of a Compiled Version of Shor’s Algorithm with Quantum Entanglement
Lanyon, B. P., Weinhold, T. J., Langford, N. K., Barbieri, M., James, D. F. V., Gilchrist, A., & White, A. G. (2007) · Physical Review Letters · doi:10.1103/physrevlett.99.250505 · Cited by 327 · see citing works
Modular entanglement of atomic qubits using photons and phonons
Hucul, D., Inlek, I. V., Vittorini, G., Crocker, C., Debnath, S., Clark, S. M., & Monroe, C. (2015) · Nature Physics · doi:10.1038/nphys3150 · Cited by 311 · see citing works
Post-Quantum Lattice-Based Cryptography Implementations
Nejatollahi, H., Dutt, N. D., Ray, S., Regazzoni, F., Banerjee, I., & Cammarota, R. (2019) · ACM Computing Surveys · doi:10.1145/3292548 · Cited by 303 · see citing works
Towards a distributed quantum computing ecosystem
Cuomo, D., Caleffi, M., & Cacciapuoti, A. S. (2020) · IET Quantum Communication · doi:10.1049/iet-qtc.2020.0002 · Cited by 302 · see citing works
Boyer, M., Gelles, R., Kenigsberg, D., & Mor, T. (2009) · Physical Review A · doi:10.1103/physreva.79.032341 · Cited by 298 · see citing works
Woerner, S., & Egger, D. J. (2019) · npj Quantum Information · doi:10.1038/s41534-019-0130-6 · Cited by 298 · see citing works
Semi-device-independent security of one-way quantum key distribution
Pawłowski, M., & Brunner, N. (2011) · Physical Review A · doi:10.1103/physreva.84.010302 · Cited by 290 · see citing works
Security proof for quantum key distribution using qudit systems
Sheridan, L., & Scarani, V. (2010) · Physical Review A · doi:10.1103/physreva.82.030301 · Cited by 290 · see citing works
Do People Play Nash Equilibrium? Lessons From Evolutionary Game Theory
Mailath, G. J. (1998) · RePEc: Research Papers in Economics · Cited by 279 · see citing works
Long-Distance Entanglement Purification for Quantum Communication
Hu, X., Huang, C.-X., Sheng, Y., Zhou, L., Liu, B., Guo, Y., Zhang, C., Xing, W.-B., Huang, Y., Li, C., et al. (2021) · Physical Review Letters · doi:10.1103/physrevlett.126.010503 · Cited by 278 · see citing works
Quantum generalisation of feedforward neural networks
Wan, K. H., Dahlsten, O., Kristjánsson, H., Gardner, R., & Kim, M. S. (2017) · npj Quantum Information · doi:10.1038/s41534-017-0032-4 · Cited by 276 · see citing works
Security of quantum key distribution with entangled photons against individual attacks
Edo Waks, A., Zeevi, A. J., & Yamamoto, Y. (2002) · Physical Review A · doi:10.1103/physreva.65.052310 · Cited by 263 · see citing works
Qayyum, A., Usama, M., Qadir, J., & Al-Fuqaha, A. (2020) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2020.2975048 · Cited by 257 · see citing works
Self-citationSecurity of Continuous-Variable Quantum Key Distribution Against General Attacks
Leverrier, A., García−Patrón, R., Renner, R., & Cerf, N. J. (2013) · Physical Review Letters · doi:10.1103/physrevlett.110.030502 · Cited by 256 · see citing works
Co-designing a scalable quantum computer with trapped atomic ions
Brown, K. R., Kim, J., & Monroe, C. (2016) · npj Quantum Information · doi:10.1038/npjqi.2016.34 · Cited by 250 · see citing works
Commercial applications of quantum computing
Bova, F., Avi Goldfarb, B., & Melko, R. G. (2021) · EPJ Quantum Technology · doi:10.1140/epjqt/s40507-021-00091-1 · Cited by 243 · see citing works
Phase-remapping attack in practical quantum-key-distribution systems
Fung, C. F., Qi, B., Tamaki, K., & Lo, H. (2007) · Physical Review A · doi:10.1103/physreva.75.032314 · Cited by 232 · see citing works
The prospects of quantum computing in computational molecular biology
Outeiral, C., Strahm, M., Shi, J., Morris, G. M., Benjamin, S. C., & Deane, C. M. (2021) · WIREs Computational Molecular Science · doi:10.1002/wcms.1481 · Cited by 232 · see citing works
Continuous-variable measurement-device-independent quantum key distribution
Li, Z., Zhang, Y., Xu, F., Peng, X., & Guo, H. M. (2014) · Physical Review A · doi:10.1103/physreva.89.052301 · Cited by 225 · see citing works
How 5g wireless (and concomitant technologies) will revolutionize healthcare?
Latif, S., Qadir, J., Farooq, S., & Imran, M. (2017) · Future Internet · doi:10.3390/fi9040093 · Cited by 219 · see citing works
Self-citationA Proof of the Security of Quantum Key Distribution
Biham, E., Boyer, M., Boykin, P. O., Mor, T., & Roychowdhury, V. (2006) · Journal of Cryptology · doi:10.1007/s00145-005-0011-3 · Cited by 216 · see citing works
Li, H.-W., Wang, S., Huang, J., Chen, W., Yin, Z., Li, F.-Y., Zhou, Z., Liu, D., Zhang, Y., Guo, G., et al. (2011) · Physical Review A · doi:10.1103/physreva.84.062308 · Cited by 207 · see citing works
Semiquantum-key distribution using less than four quantum states
Zou, X., Qiu, D., Li, L., Wu, L., & Li, L. (2009) · Physical Review A · doi:10.1103/physreva.79.052312 · Cited by 205 · see citing works
Li, R. Y., Di Felice, R., Rohs, R., & Lidar, D. A. (2018) · npj Quantum Information · doi:10.1038/s41534-018-0060-8 · Cited by 202 · see citing works
The Path to Scalable Distributed Quantum Computing
Meter, R. V., & Devitt, S. J. (2016) · Computer · doi:10.1109/mc.2016.291 · Cited by 199 · see citing works
Unbiasing fermionic quantum Monte Carlo with a quantum computer
Huggins, W. J., O’Gorman, B., Rubin, N. C., Reichman, D. R., Babbush, R., & Lee, J. (2022) · Nature · doi:10.1038/s41586-021-04351-z · Cited by 197 · see citing works
Open source software in quantum computing
Fingerhuth, M., Babej, T., & Wittek, P. (2018) · PLoS ONE · doi:10.1371/journal.pone.0208561 · Cited by 188 · see citing works
Lectures on Hamiltonian Systems *
Moser, J. (2020) · CRC Press eBooks · doi:10.1201/9781003069515-7 · Cited by 188 · see citing works
Grover's search algorithm: An optical approach
Kwiat, P. G., Mitchell, J. R., Schwindt, P. D. D., & White, A. G. (2000) · Journal of Modern Optics · doi:10.1080/09500340008244040 · Cited by 185 · see citing works
Mediated semiquantum key distribution
Krawec, W. O. (2015) · Physical Review A · doi:10.1103/physreva.91.032323 · Cited by 180 · see citing works
Quantum Optimization and Quantum Learning: A Survey
Li, Y., Tian, M., Liu, G., Peng, C., & Jiao, L. (2020) · IEEE Access · doi:10.1109/access.2020.2970105 · Cited by 177 · see citing works
Memory Attacks on Device-Independent Quantum Cryptography
Barrett, J., Colbeck, R., & Kent, A. (2013) · Physical Review Letters · doi:10.1103/physrevlett.110.010503 · Cited by 174 · see citing works
Molecular docking with Gaussian Boson Sampling
Banchi, L., Fingerhuth, M., Babej, T., Ing, C., & Arrazola, J. M. (2020) · Science Advances · doi:10.1126/sciadv.aax1950 · Cited by 173 · see citing works
Tamaki, K., Lo, H., Fung, C. F., & Qi, B. (2012) · Physical Review A · doi:10.1103/physreva.85.042307 · Cited by 170 · see citing works
Finite-key analysis for practical implementations of quantum key distribution
Cai, R. Y. Q., & Scarani, V. (2009) · New Journal of Physics · doi:10.1088/1367-2630/11/4/045024 · Cited by 168 · see citing works
Blakestad, R. B., Ospelkaus, C., VanDevender, A. P., Amini, J. M., Britton, J., Leibfried, D., & Wineland, D. J. (2009) · Physical Review Letters · doi:10.1103/physrevlett.102.153002 · Cited by 167 · see citing works
T-junction ion trap array for two-dimensional ion shuttling, storage, and manipulation
Hensinger, W. K., Olmschenk, S., Stick, D., Hucul, D., Yeo, M., Acton, M., Deslauriers, L., Monroe, C., & Rabchuk, J. (2006) · Applied Physics Letters · doi:10.1063/1.2164910 · Cited by 164 · see citing works
A layered software architecture for quantum computing design tools
Svore, K. M., Aho, A. V., Cross, A. W., Chuang, I. L., & Markov, I. L. (2006) · Computer · doi:10.1109/mc.2006.4 · Cited by 163 · see citing works
Efficient Quantum Information Hiding for Remote Medical Image Sharing
El‐Latif, A. A. A., Abd-El-Atty, B., Hossain, M. S., Rahman, M. A., Alamri, A. M., & Gupta, B. B. (2018) · IEEE Access · doi:10.1109/access.2018.2820603 · Cited by 153 · see citing works
Guest Column: A Survey of Quantum Learning Theory
Arunachalam, S., & de Wolf, R. (2017) · ACM SIGACT News · doi:10.1145/3106700.3106710 · Cited by 152 · see citing works
Fully device independent quantum key distribution
Vazirani, U. V., & Vidick, T. (2019) · Communications of the ACM · doi:10.1145/3310974 · Cited by 151 · see citing works
Big data analytics enhanced healthcare systems: a review
Shafqat, S., Kishwer, S., Rasool, R. U., Qadir, J., Amjad, T., & Ahmad, H. F. (2018) · The Journal of Supercomputing · doi:10.1007/s11227-017-2222-4 · Cited by 149 · see citing works
Self-citationQuantum Search Algorithms for Wireless Communications
Botsinis, P., Alanis, D., Babar, Z., Nguyen, H. V., Chandra, D., Ng, S. X., & Hanzo, L. (2019) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2882385 · Cited by 149 · see citing works
Credit Risk Analysis Using Quantum Computers
Egger, D. J., Gutiérrez, R. G., Mestre, J. C., & Woerner, S. (2020) · IEEE Transactions on Computers · doi:10.1109/tc.2020.3038063 · Cited by 146 · see citing works
Realization of a programmable two-qubit quantum processor
Hanneke, D., Home, J., Jost, J. D., Amini, J., Leibfried, D. G., & Wineland, D. J. (2009) · Nature Physics · doi:10.1038/nphys1453 · Cited by 146 · see citing works
Authenticated semi-quantum key distribution protocol using Bell states
Yu, K.-F., Yang, C., Liao, C.-H., & Hwang, T. (2014) · Quantum Information Processing · doi:10.1007/s11128-014-0740-z · Cited by 137 · see citing works
Controlled alternate quantum walks based privacy preserving healthcare images in Internet of Things
El‐Latif, A. A. A., Abd-El-Atty, B., Abou-Nassar, E. M., & Venegas-Andraca, S. E. (2019) · Optics & Laser Technology · doi:10.1016/j.optlastec.2019.105942 · Cited by 133 · see citing works
Blockchain and quantum blind signature-based hybrid scheme for healthcare 5.0 applications
Bhavin, M., Tanwar, S., Sharma, N., Tyagi, S., & Kumar, N. (2020) · Journal of Information Security and Applications · doi:10.1016/j.jisa.2020.102673 · Cited by 128 · see citing works
The state of quantum computing applications in health and medicine
Flöther, F. F. (2023) · Research Directions Quantum Technologies · doi:10.1017/qut.2023.4 · Cited by 128 · see citing works
Machine Learning Algorithms in Quantum Computing: A Survey
Ramezani, S. B., Sommers, A., Manchukonda, H. K., Rahimi, S., & Amirlatifi, A. (2020) · International Joint Conference on Neural Networks (IJCNN) · doi:10.1109/ijcnn48605.2020.9207714 · Cited by 123 · see citing works
Implantable brain machine interfaces: first-in-human studies, technology challenges and trends
Rapeaux, A. B., & Constandinou, T. G. (2021) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2021.10.001 · Cited by 119 · see citing works
Protocol for Universal Gates in Optimally Biased Superconducting Qubits
Rigetti, C. T., Blais, A., & Devoret, M. (2005) · Physical Review Letters · doi:10.1103/physrevlett.94.240502 · Cited by 114 · see citing works
Chamola, V., Jolfaei, A., Chanana, V., Parashari, P., & Hassija, V. (2021) · Computer Communications · doi:10.1016/j.comcom.2021.05.019 · Cited by 114 · see citing works
Device-Independent Quantum Key Distribution with Local Bell Test
Lim, C. C. W., Portmann, C., Tomamichel, M., Renner, R., & Gisin, N. (2013) · Physical Review X · doi:10.1103/physrevx.3.031006 · Cited by 114 · see citing works
Gaussian-modulated coherent-state measurement-device-independent quantum key distribution
Ma, X.-C., Sun, S., Jiang, M.-S., Gui, M., & Liang, L.-M. (2014) · Physical Review A · doi:10.1103/physreva.89.042335 · Cited by 111 · see citing works
Quantum computing led innovation for achieving a more sustainable Covid-19 healthcare industry
Gupta, S., Modgil, S., Bhatt, P. C., Jabbour, C. J. C., & Kamble, S. (2022) · Technovation · doi:10.1016/j.technovation.2022.102544 · Cited by 110 · see citing works
Efficient quantum circuits for quantum computational chemistry
Yordanov, Y. S., Arvidsson-Shukur, D. R. M., & Barnes, C. H. W. (2020) · Physical Review A · doi:10.1103/physreva.102.062612 · Cited by 105 · see citing works
Lupo, C., Ottaviani, C., Papanastasiou, P., & Pirandola, S. (2018) · Physical Review A · doi:10.1103/physreva.97.052327 · Cited by 103 · see citing works
Semiquantum Key Distribution Using Entangled States
Wang, J., Zhang, S., Zhang, Q., & Tang, C. (2011) · Chinese Physics Letters · doi:10.1088/0256-307x/28/10/100301 · Cited by 101 · see citing works
Quantum computing's potential for drug discovery: Early stage industry dynamics
Zinner, M., Dahlhausen, F., Boehme, P., Ehlers, J. P., Bieske, L., & Fehring, L. (2021) · Drug Discovery Today · doi:10.1016/j.drudis.2021.06.003 · Cited by 98 · see citing works
Fault-tolerant, high-level quantum circuits: form, compilation and description
Paler, A., Polian, I., Nemoto, K., & Devitt, S. (2015) · Quantum Science and Technology · doi:10.1088/2058-9565/aa66eb · Cited by 97 · see citing works
Kumar, Y., Koul, A., Sisodia, P. S., Shafi, J., Kavita, K., Gheisari, M., & Davoodi, M. B. (2021) · Wireless Communications and Mobile Computing · doi:10.1155/2021/1616725 · Cited by 97 · see citing works
Semiquantum key distribution without invoking the classical party’s measurement capability
Zou, X., Qiu, D., Zhang, S., & Mateus, P. (2015) · Quantum Information Processing · doi:10.1007/s11128-015-1015-z · Cited by 94 · see citing works
Benedetti, M., Realpe-Gómez, J., & Perdomo‐Ortiz, A. (2018) · Quantum Science and Technology · doi:10.1088/2058-9565/aabd98 · Cited by 93 · see citing works
Architectural implications of quantum computing technologies
Meter, R. V., & Oskin, M. (2006) · ACM Journal on Emerging Technologies in Computing Systems · doi:10.1145/1126257.1126259 · Cited by 92 · see citing works
Security of two-way quantum key distribution
Beaudry, N. J., Lucamarini, M., Mancini, S., & Renner, R. (2013) · Physical Review A · doi:10.1103/physreva.88.062302 · Cited by 91 · see citing works
Toward a scalable, silicon-based quantum computing architecture
Copsey, D., Oskin, M., Impens, F., Metodiev, T., Cross, A. W., Chong, F. T., Chuang, I. L., & Kubiatowicz, J. D. (2003) · IEEE Journal of Selected Topics in Quantum Electronics · doi:10.1109/jstqe.2003.820922 · Cited by 91 · see citing works
Mathematics of topological quantum computing
Rowell, E. C., & Wang, Z. (2018) · Bulletin of the American Mathematical Society · doi:10.1090/bull/1605 · Cited by 90 · see citing works
Basic protocols in quantum reinforcement learning with superconducting circuits
Lamata, L. (2017) · Scientific Reports · doi:10.1038/s41598-017-01711-6 · Cited by 89 · see citing works
Solenov, D., Brieler, J. A., & Scherrer, J. F. (2018) · Europe PMC (PubMed Central) · Cited by 89 · see citing works
An introduction to quantum information processing: applications and realizations
Spiller, T. P., Munro, W. J., Barrett, S. D., & Kok, P. (2005) · Contemporary Physics · doi:10.1080/00107510500293261 · Cited by 87 · see citing works
Quantum Cryptography and Quantum Key Distribution Protocols: A Survey
Padamvathi, V., Vardhan, B. V., & Krishna, A. V. N. (2016) · IEEE International Conference on Advanced Computing (IACC) · doi:10.1109/iacc.2016.109 · Cited by 86 · see citing works
Continuous-variable measurement-device-independent quantum key distribution with photon subtraction
Ma, H., Huang, P., Bai, D., Wang, S., Bao, W., & Zeng, G. (2018) · Physical Review A · doi:10.1103/physreva.97.042329 · Cited by 86 · see citing works
Sengupta, K., & Srivastava, P. R. (2021) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-021-01588-6 · Cited by 84 · see citing works
Survey on quantum information security
Zhang, H., Ji, Z., Wang, H., & Wu, W. (2019) · China Communications · doi:10.23919/jcc.2019.10.001 · Cited by 82 · see citing works
Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security
Qayyum, A., Ijaz, A., Usama, M., Iqbal, W., Qadir, J., Elkhatib, Y., & Al‐Fuqaha, A. (2020) · Frontiers in Big Data · doi:10.3389/fdata.2020.587139 · Cited by 80 · see citing works
Self-citationSecurity of a semi-quantum protocol where reflections contribute to the secret key
Krawec, W. O. (2016) · Quantum Information Processing · doi:10.1007/s11128-016-1266-3 · Cited by 77 · see citing works
Mediated Semi‐Quantum Key Distribution Without Invoking Quantum Measurement
Liu, Z., & Hwang, T. (2018) · Annalen der Physik · doi:10.1002/andp.201700206 · Cited by 77 · see citing works
Hussain, M., Wei, L.-F., Abbas, F., Rehman, A., Ali, M., & Lakhan, A. R. (2022) · Applied Soft Computing · doi:10.1016/j.asoc.2022.109440 · Cited by 77 · see citing works
Restricted attacks on semi-quantum key distribution protocols
Krawec, W. O. (2014) · Quantum Information Processing · doi:10.1007/s11128-014-0802-2 · Cited by 75 · see citing works
Quantum machine learning with D‐wave quantum computer
Hu, F., Wang, B., Wang, N., & Wang, C. (2019) · Quantum Engineering · doi:10.1002/que2.12 · Cited by 74 · see citing works
Quantum Key Distribution with Classical Bob
Boyer, M., Kenigsberg, D., & Mor, T. (2007) · International Conference on Quantum, Nano and Micro Technologies (ICQNM) · doi:10.1109/icqnm.2007.18 · Cited by 73 · see citing works
Experimentally feasible protocol for semiquantum key distribution
Boyer, M., Katz, M., Liss, R., & Mor, T. (2017) · Physical Review A · doi:10.1103/physreva.96.062335 · Cited by 73 · see citing works
Implementation vulnerabilities in general quantum cryptography
Huang, A., Barz, S., Andersson, E., & Makarov, V. (2018) · New Journal of Physics · doi:10.1088/1367-2630/aade06 · Cited by 73 · see citing works
Probabilistic quantum gates between remote atoms through interference of optical frequency qubits
Duan, L., Madsen, M. J., Moehring, D. L., Maunz, P., Kohn, R. N., & Monroe, C. R. (2006) · Physical Review A · doi:10.1103/physreva.73.062324 · Cited by 71 · see citing works
Practical Annealing-Based Quantum Computing
McGeoch, C. C., Harris, R., Reinhardt, S. P., & Bunyk, P. (2019) · Computer · doi:10.1109/mc.2019.2908836 · Cited by 70 · see citing works
QUANTUM KEY DISTRIBUTION WITH CLASSICAL ALICE
Lu, H., & Cai, Q.-Y. (2008) · International Journal of Quantum Information · doi:10.1142/s0219749908004353 · Cited by 70 · see citing works
Full Security of Quantum Key Distribution From No-Signaling Constraints
Masanes, L., Renner, R., Christandl, M., Winter, A., & Barrett, J. (2014) · IEEE Transactions on Information Theory · doi:10.1109/tit.2014.2329417 · Cited by 69 · see citing works
Quantum Computing in Big Data Analytics: A Survey
Shaikh, T. A., & Ali, R. (2016) · IEEE International Conference on Computer and Information Technology (CIT) · doi:10.1109/cit.2016.79 · Cited by 69 · see citing works
Security of Distributed-Phase-Reference Quantum Key Distribution
Moroder, T., Curty, M., Lim, C. C. W., Le, T. P., Zbinden, H., & Gisin, N. (2012) · Physical Review Letters · doi:10.1103/physrevlett.109.260501 · Cited by 64 · see citing works
Niraula, D., Jamaluddin, J., Matuszak, M. M., Haken, R. K. T., & Naqa, I. E. (2021) · Scientific Reports · doi:10.1038/s41598-021-02910-y · Cited by 64 · see citing works
Quantum Computing Opportunities in Renewable Energy
Giani, A., & Eldredge, Z. (2021) · SN Computer Science · doi:10.1007/s42979-021-00786-3 · Cited by 63 · see citing works
Security of quantum key distribution with arbitrary individual imperfections
Marøy, Ø., Lydersen, L., & Skaar, J. (2010) · Physical Review A · doi:10.1103/physreva.82.032337 · Cited by 62 · see citing works
Zhao, Y., Zhang, Y., Xu, B., Yu, S., & Guo, H. M. (2018) · Physical Review A · doi:10.1103/physreva.97.042328 · Cited by 61 · see citing works
Secure and robust machine learning for healthcare: A survey
Qayyum, A., Qadir, J., Bilal, M., & Al-Fuqaha, A. (2021) · IEEE Reviews in Biomedical Engineering · doi:10.1109/rbme.2020.3013489 · Cited by 59 · see citing works
Self-citationMachine learning meets quantum foundations: A brief survey
Bharti, K., Haug, T., Vedral, V., & Kwek, L.-C. (2020) · AVS Quantum Science · doi:10.1116/5.0007529 · Cited by 59 · see citing works
Semi-Quantum Key Distribution Protocols with GHZ States
Zhu, K., Zhou, N., Wang, Y.-Q., & Wen, X. (2018) · International Journal of Theoretical Physics · doi:10.1007/s10773-018-3875-3 · Cited by 58 · see citing works
Security of Device-Independent Quantum Key Distribution in the Bounded-Quantum-Storage Model
Pironio, S., Masanes, L., Leverrier, A., & Acín, A. (2013) · Physical Review X · doi:10.1103/physrevx.3.031007 · Cited by 56 · see citing works
Cloud based QC with Amazon Braket
Gonzalez, C. (2021) · Digitale Welt · doi:10.1007/s42354-021-0330-z · Cited by 56 · see citing works
Implementation vulnerabilities in general quantum cryptography
Huang, A., Barz, S., Andersson, E., & Makarov, V. (2018) · OPUS Publication Server of the University of Stuttgart (University of Stuttgart) · doi:10.18419/opus-18261 · Cited by 55 · see citing works
Trojan-horse attacks on quantum key distribution with classical Bob
Yang, Y., Sun, S.-J., & Zhao, Q. (2014) · Quantum Information Processing · doi:10.1007/s11128-014-0872-1 · Cited by 54 · see citing works
Semiquantum key distribution with secure delegated quantum computation
Li, Q., Chan, W. H., & Zhang, S. (2016) · Scientific Reports · doi:10.1038/srep19898 · Cited by 54 · see citing works
Quantum Communication with Ultrafast Time-Bin Qubits
Bouchard, F., England, D. G., Bustard, P. J., Heshami, K., & Sussman, B. (2022) · PRX Quantum · doi:10.1103/prxquantum.3.010332 · Cited by 53 · see citing works
A secure medical image transmission scheme aided by quantum representation
Janani, T., & Brindha, M. (2021) · Journal of Information Security and Applications · doi:10.1016/j.jisa.2021.102832 · Cited by 50 · see citing works
Finite-key security analysis for quantum key distribution with leaky sources
Wang, W., Tamaki, K., & Curty, M. (2018) · New Journal of Physics · doi:10.1088/1367-2630/aad839 · Cited by 50 · see citing works
Security of Quantum Key Distribution with Coherent States and Homodyne Detection
Iblisdir, S., Assche, G. V., & Cerf, N. J. (2004) · Physical Review Letters · doi:10.1103/physrevlett.93.170502 · Cited by 45 · see citing works
McKague, M. (2009) · New Journal of Physics · doi:10.1088/1367-2630/11/10/103037 · Cited by 44 · see citing works
Finite-key analysis for measurement-device-independent quantum key distribution
Song, T., Wen, Q., Guo, F.-Z., & Tan, X. (2012) · Physical Review A · doi:10.1103/physreva.86.022332 · Cited by 44 · see citing works
Toward the institutionalization of quantum computing in pharmaceutical research
Zinner, M., Dahlhausen, F., Boehme, P., Ehlers, J., Bieske, L., & Fehring, L. (2022) · Drug Discovery Today · doi:10.1016/j.drudis.2021.10.006 · Cited by 43 · see citing works
Quantum Computing: Survey and Analysis
Савчук, М. М., & Fesenko, A. (2019) · Cybernetics and Systems Analysis · doi:10.1007/s10559-019-00107-w · Cited by 42 · see citing works
Security analysis of an untrusted source for quantum key distribution: passive approach
Zhao, Y., Qi, B., Lo, H.-K., & Qian, L. (2010) · New Journal of Physics · doi:10.1088/1367-2630/12/2/023024 · Cited by 41 · see citing works
A Survey of Quantum Theory Inspired Approaches to Information Retrieval
Uprety, S., Gkoumas, D., & Song, D. (2020) · ACM Computing Surveys · doi:10.1145/3402179 · Cited by 40 · see citing works
Quantum computational investigations and molecular docking studies on amentoflavone
Marinho, M. M., Almeida-Neto, F. W. Q., Marinho, E. M., da Silva, L. P., de Menezes, R. R. P. P. B., dos Santos, R. P., Marinho, E. S., de Lima‐Neto, P., & Martins, A. M. C. (2021) · Heliyon · doi:10.1016/j.heliyon.2021.e06079 · Cited by 39 · see citing works
Designing a Million-Qubit Quantum Computer Using a Resource Performance Simulator
Ahsan, M., Meter, R. V., & Kim, J. (2015) · ACM Journal on Emerging Technologies in Computing Systems · doi:10.1145/2830570 · Cited by 37 · see citing works
Estimating Algorithmic Information Using Quantum Computing for Genomics Applications
Sarkar, A., Al-Ars, Z., & Bertels, K. (2021) · Applied Sciences · doi:10.3390/app11062696 · Cited by 37 · see citing works
Naresh, V. S., Nasralla, M. M., Reddi, S., & García‐Magariño, I. (2020) · Sensors · doi:10.3390/s20143940 · Cited by 36 · see citing works
Biased decoy-state measurement-device-independent quantum key distribution with finite resources
Zhou, C. H., Bao, W., Zhang, H., Li, H.-W., Wang, Y., Li, Y., & Wang, X. (2015) · Physical Review A · doi:10.1103/physreva.91.022313 · Cited by 35 · see citing works
Computing with a single qubit faster than the computation quantum speed limit
Sinitsyn, N. A. (2017) · Physics Letters A · doi:10.1016/j.physleta.2017.12.042 · Cited by 33 · see citing works
Koyama, T., Shibata, N., Kino, S., Sugiyama, A., Akikusa, N., & Matsuura, Y. (2020) · Sensors · doi:10.3390/s20123438 · Cited by 33 · see citing works
Towards a feasible implementation of quantum neural networks using quantum dots
Altaisky, M. V., Zolnikova, N. N., Kaputkina, N. E., Krylov, V. A., Lozovik, Y. E., & Dattani, N. S. (2016) · Applied Physics Letters · doi:10.1063/1.4943622 · Cited by 31 · see citing works
Quantum Computing: Codebreaking and Beyond
Roetteler, M., & Svore, K. M. (2018) · IEEE Security & Privacy · doi:10.1109/msp.2018.3761710 · Cited by 30 · see citing works
Measurement-device-independent semiquantum key distribution
He, J., Li, Q., Wu, C., Chan, W. H., & Zhang, S. (2018) · International Journal of Quantum Information · doi:10.1142/s0219749918500120 · Cited by 30 · see citing works
Versatile and Concurrent FPGA-Based Architecture for Practical Quantum Communication Systems
Stanco, A., Santagiustina, F. B. L., Calderaro, L., Avesani, M., Bertapelle, T., Dequal, D., Vallone, G., & Villoresi, P. (2022) · IEEE Transactions on Quantum Engineering · doi:10.1109/tqe.2022.3143997 · Cited by 30 · see citing works
Zhang, H., Mao, Y., Huang, D., Li, J., Zhang, L., & Guo, Y. (2018) · Physical Review A · doi:10.1103/physreva.97.052328 · Cited by 28 · see citing works
Quantum Computing for Health Care: A Review on Implementation Trends and Recent Advances
Kumar, A., Bhushan, B., Shriti, S., & Nand, P. (2022) · Studies in big data · doi:10.1007/978-981-19-0924-5_2 · Cited by 28 · see citing works
A survey on quantum positioning system
Duan, S., Cong, S., & Song, Y. (2020) · International Journal of Modelling and Simulation · doi:10.1080/02286203.2020.1738035 · Cited by 27 · see citing works
Heidari, N., Olgiati, S., Meloni, D., Pirovano, F., Noorani, A. M., SLEVIN, M. A., & Azamfirei, L. (2024) · Cureus · doi:10.7759/cureus.52093 · Cited by 25 · see citing works
Quantum Mechanics and the Future of Healthcare Leadership
Porter‐O’Grady, T. (1997) · JONA The Journal of Nursing Administration · doi:10.1097/00005110-199701000-00006 · Cited by 25 · see citing works
Eavesdropping in semiquantum key distribution protocol
Maitra, A., & Paul, G. (2013) · Information Processing Letters · doi:10.1016/j.ipl.2013.03.008 · Cited by 23 · see citing works
Quantum digital signature for the access control of sensitive data in the big data era
Qiu, L., Cai, F., & Xu, G. (2018) · Future Generation Computer Systems · doi:10.1016/j.future.2018.03.053 · Cited by 22 · see citing works
Finite-key bound for semi-device-independent quantum key distribution
Zhou, C. H., Xu, P., Bao, W., Wang, Y., Zhang, Y., Jiang, M.-S., & Li, H.-W. (2017) · Optics Express · doi:10.1364/oe.25.016971 · Cited by 21 · see citing works
Quantum Machine Learning Algorithm for Knowledge Graphs
Ma, Y., & Volker Tresp, C. (2021) · ACM Transactions on Quantum Computing · doi:10.1145/3467982 · Cited by 20 · see citing works
Quantum computers to explore precision oncology
Abbott, A. (2021) · Nature Biotechnology · doi:10.1038/s41587-021-01116-x · Cited by 20 · see citing works
Hastings, J. (2002) · Nursing Philosophy · doi:10.1046/j.1466-769x.2002.00108.x · Cited by 13 · see citing works
Exploring Potential of Quantum Computing in Creating Smart Healthcare
Malviya, R., & Sundram, S. (2021) · The Open Biology Journal · doi:10.2174/1874196702109010056 · Cited by 12 · see citing works
Quantum computer architecture for fast entropy extraction
Steane, A. M. (2002) · Quantum Information and Computation · doi:10.26421/qic2.4-3 · Cited by 11 · see citing works
Objective function estimation for solving optimization problems in gate-model quantum computers
Gyöngyösi, L. (2020) · Scientific Reports · doi:10.1038/s41598-020-71007-9 · Cited by 11 · see citing works
Quantum Physics Principles and Communication in the Acute Healthcare Setting: A Pilot Study
Helgeson, H. L., Peyerl, C., & Solheim-Witt, M. (2016) · EXPLORE · doi:10.1016/j.explore.2016.08.007 · Cited by 11 · see citing works
Towards negotiable privacy policies in mobile healthcare
Sadki, S., & Bakkali, H. E. (2015) · International Conference on the Innovative Computing Technology (INTECH) · doi:10.1109/intech.2015.7173478 · Cited by 10 · see citing works
Li, C. (2018) · Quantum Information Processing · doi:10.1007/s11128-018-2003-x · Cited by 9 · see citing works
Design of Logistic Regression Health Assessment Model Using Novel Quantum PSO
Liu, Z., Liang, X., & Huang, M. (2018) · International Conference on Cloud Computing and Internet of Things (CCIOT) · doi:10.1109/cciot45285.2018.9032494 · Cited by 9 · see citing works
Device-independent quantum key distribution with generalized two-mode Schrödinger cat states
Broadbent, C. J., Marshall, K., Weedbrook, C., & Howell, J. C. (2015) · Physical Review A · doi:10.1103/physreva.92.052318 · Cited by 8 · see citing works
3D imaging with applications to displays, quantum imaging, optical security, and healthcare
Javidi, B. (2015) · Workshop on Information Optics · doi:10.1109/wio.2015.7206892 · Cited by 8 · see citing works
Childs, H. R. (2020) · VCU Scholars Compass (Virginia Commonwealth University) · doi:10.25886/f8z9-t868 · Cited by 8 · see citing works
WITHDRAWNPreprint
Datta, S. (2021) · ChemRxiv · doi:10.26434/chemrxiv.13102877.v21 · Cited by 3 · see citing works
Quantum Inspired Machine Learning Algorithms for Adaptive Radiotherapy
Pakela, J. M. (2021) · Deep Blue (University of Michigan) · doi:10.7302/2999 · Cited by 3 · see citing works
Scaling Law in Large Quantum Devices with Dissipation
Watabe, S., Serikow, M. Z., Kawabata, S., & Zagoskin, A. M. (2021) · Bulletin of the American Physical Society · Cited by 1 · see citing works
The Physical Implementation of Quantum Computation
DiVincenzo, D. P. (2000) · Fortschritte der Physik · doi:10.1002/1521-3978(200009)48:9/11
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Collaborative Federated Learning for Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge
Qayyum, A., Ahmad, K., Ahsan, M. A., Al-Fuqaha, A., & Qadir, J. (2022) · IEEE Open Journal of the Computer Society · doi:10.1109/ojcs.2022.3206407 · Cited by 345 · see citing works
Self-citationYelne, S., Chaudhary, M., Dod, K., Sayyad, A., & Sharma, R. (2023) · Cureus · doi:10.7759/cureus.49252 · Cited by 190 · see citing works
Yalli, J. S., Hasan, M. H., & Badawi, A. A. (2024) · IEEE Access · doi:10.1109/access.2024.3418995 · Cited by 134 · see citing works
Gujju, Y., Matsuo, A., & Raymond, R. (2024) · Physical Review Applied · doi:10.1103/physrevapplied.21.067001 · Cited by 93 · see citing works
Das, U. (2025) · Medicine in Drug Discovery · doi:10.1016/j.medidd.2025.100213 · Cited by 83 · see citing works
Post-quantum healthcare: A roadmap for cybersecurity resilience in medical data
SaberiKamarposhti, M., Ng, K.-W., Chua, F.-F., Abdullah, J., Yadollahi, M., Moradi, M., & Ahmadpour, S. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e31406 · Cited by 82 · see citing works
Marengo, A., & Santamato, V. (2025) · Frontiers in Computer Science · doi:10.3389/fcomp.2025.1584114 · Cited by 72 · see citing works
Review of medical image processing using quantum-enabled algorithms
Yan, F., Huang, H., Witold Pedrycz, C., & Hirota, K. (2024) · Artificial Intelligence Review · doi:10.1007/s10462-024-10932-x · Cited by 71 · see citing works
Jeyaraman, N., Jeyaraman, M., Yadav, S., Ramasubramanian, S., & Balaji, S. (2024) · Cureus · doi:10.7759/cureus.67486 · Cited by 66 · see citing works
Quantum Machine Learning in Healthcare: Developments and Challenges
Rani, S., Pareek, P. K., Kaur, J., Chauhan, M., & Bhambri, P. (2023) · International Conference on Integrated Circuits and Communication Systems (ICICACS) · doi:10.1109/icicacs57338.2023.10100075 · Cited by 65 · see citing works
Singh, N., Srivastava, K., Kumar, A., Yadav, N., Yadav, A. K., Dubey, S., Singh, R., Gehlot, A., Verma, A. S., Gupta, N., et al. (2024) · Nanoscale Advances · doi:10.1039/d4na00578c · Cited by 61 · see citing works
Quantum computing in bioinformatics: a systematic review mapping
Nałęcz-Charkiewicz, K., Charkiewicz, K., & Nowak, R. M. (2024) · Briefings in Bioinformatics · doi:10.1093/bib/bbae391 · Cited by 54 · see citing works
QuCardio: Application of Quantum Machine Learning for Detection of Cardiovascular Diseases
Prabhu, S., Gupta, S. K., Prabhu, G. M., Dhanuka, A. V., & Vivekananda Bhat, K. (2023) · IEEE Access · doi:10.1109/access.2023.3338145 · Cited by 52 · see citing works
A Survey on Available Tools and Technologies Enabling Quantum Computing
Singh, P., Dasgupta, R., Singh, A., Pandey, H., Hassija, V., Chamola, V., & Sikdar, B. (2024) · IEEE Access · doi:10.1109/access.2024.3388005 · Cited by 51 · see citing works
Quantum computational infusion in extreme learning machines for early multi-cancer detection
Bilal, A., Shafiq, M., Obidallah, W. J., Alduraywish, Y. A., & Long, H. (2025) · Journal Of Big Data · doi:10.1186/s40537-024-01050-0 · Cited by 51 · see citing works
Vamshi Krishna, B., Reddy, P. C. S., Kumar, K. A., Jagadish, R. M., Sharma, S., Prasad, M. L., Sucharitha, Y., Tayubi, I. A., & Thakur, G. K. (2025) · Artificial Intelligence Review · doi:10.1007/s10462-025-11381-w · Cited by 49 · see citing works
The Quantum-Medical Nexus: Understanding the Impact of Quantum Technologies on Healthcare
Shams, M., Choudhari, J., Reyes, K., Prentzas, S., Gapizov, A., Shehryar, A., Affaf, M., Grezenko, H., Gasim, R. W., Mohsin, S. N., et al. (2023) · Cureus · doi:10.7759/cureus.48077 · Cited by 45 · see citing works
Telesurgery: current status and strategies for latency reduction
Motiwala, Z. Y., Desai, A., Bisht, R., Lathkar, S. S., Misra, S., & Carbin, D. D. (2025) · Journal of Robotic Surgery · doi:10.1007/s11701-025-02333-1 · Cited by 44 · see citing works
Paving the way to hybrid quantum–classical scientific workflows
Cranganore, S. S., Maio, V. D., Brandić, I., & Deelman, E. (2024) · Future Generation Computer Systems · doi:10.1016/j.future.2024.04.030 · Cited by 41 · see citing works
Quantum computing research in medical sciences
Alrashed, S., & Min‐Allah, N. (2024) · Informatics in Medicine Unlocked · doi:10.1016/j.imu.2024.101606 · Cited by 40 · see citing works
Quantum Resilience and Distributed Trust: The Promise of Blockchain and Quantum Computing in Defense
Akhai, S., & Kumar, V. (2024) · Contributions to environmental sciences & innovative business technology · doi:10.1007/978-981-97-0088-2_7 · Cited by 39 · see citing works
Quantum‐Neural Network Model for Platform Independent Ddos Attack Classification in Cyber Security
Küçükkara, M. Y., Atban, F., & Bayılmış, C. (2024) · Advanced Quantum Technologies · doi:10.1002/qute.202400084 · Cited by 38 · see citing works
Hegde, P., & Maddikunta, P. K. R. (2023) · International Journal of Cognitive Computing in Engineering · doi:10.1016/j.ijcce.2023.06.002 · Cited by 38 · see citing works
Abadal, S., Han, C. Z., Petrov, V., Galluccio, L., Akyildiz, I. F., & Jornet, J. M. (2024) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2024.3399253 · Cited by 35 · see citing works
Quantum Computing: Foundations, Architecture and Applications
Christopher Columbus, C., Krishnan, P. T., Elamaran, E., Arul, R., & Kumar, T. S. (2025) · Engineering Reports · doi:10.1002/eng2.70337 · Cited by 35 · see citing works
Quantum Error Correction Codes in Consumer Technology: Modeling and Analysis
Thakur, V. S., Kumar, A., Das, J., Dev, K., & Magarini, M. (2024) · IEEE Transactions on Consumer Electronics · doi:10.1109/tce.2024.3442472 · Cited by 34 · see citing works
Analyzing the Impact of Quantum Cryptography on Network Security
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Unraveling quantum computing system architectures: An extensive survey of cutting-edge paradigms
Zhao, X., Xu, X., Qi, L., Xia, X., Bilal, M., Gong, W., & Kou, H. (2023) · Information and Software Technology · doi:10.1016/j.infsof.2023.107380 · Cited by 29 · see citing works
Solving a real-world package delivery routing problem using quantum annealers
Osaba, E., Villar-Rodríguez, E., & Asla, A. (2024) · Scientific Reports · doi:10.1038/s41598-024-75572-1 · Cited by 29 · see citing works
Rawat, K. S., & Yadav, M. (2025) · Archives of Computational Methods in Engineering · doi:10.1007/s11831-025-10312-w · Cited by 29 · see citing works
Quality by digital design for accelerated sustainable nanomedicine development
Ijjeh, Y., Alsarayreh, N., Rifai, A., Abdelnabi, H., Al-Mahamid, S., Alqudah, D. A., Nsairat, H., Lafi, Z., Mousa, M. A., Al-Hiari, Y. M., et al. (2025) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2025.107239 · Cited by 28 · see citing works
Quantum computing and financial risk management: A theoretical review and implications
Adegbola, M. D., Adegbola, A. E., Amajuoyi, P. C., Benjamin, L. B., & Adeusi, K. B. (2024) · Computer Science & IT Research Journal · doi:10.51594/csitrj.v5i6.1194 · Cited by 28 · see citing works
Kar, A. K., He, W., Payton, F. C., Grover, V., Al-Busaidi, A. S., & Dwivedi, Y. K. (2024) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2024.102776 · Cited by 28 · see citing works
A Leap From Theory to Reality: Knowledge Visualization of Quantum Computing
Rawat, K. S., & Sharma, T. K. (2024) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2024.3466949 · Cited by 25 · see citing works
Yu, J. Y., Sim, W. S., Jung, J. Y., Park, S.-H., Kim, H. S., & Park, Y. R. (2024) · Applied Soft Computing · doi:10.1016/j.asoc.2024.111781 · Cited by 22 · see citing works
Goswami, S., & Sharma, S. (2024) · IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) · doi:10.1109/iatmsi60426.2024.10502533 · Cited by 21 · see citing works
Singh, S. S., Kumar, S., Ahuja, R., & Barua, J. (2025) · Information Fusion · doi:10.1016/j.inffus.2025.103217 · Cited by 20 · see citing works
Radhi, E. A., Kamil, M. Y., & Mohammed, M. A. (2025) · Iraqi Journal for Computer Science and Mathematics · doi:10.52866/2788-7421.1252 · Cited by 19 · see citing works
A quantum technologies policy primer
OECD (2025) · OECD digital economy papers · doi:10.1787/fd1153c3-en · Cited by 18 · see citing works
Application of Quantum Computing in Reliability Analysis
Yazdi, M. (2024) · Springer series in reliability engineering · doi:10.1007/978-3-031-53514-7_8 · Cited by 17 · see citing works
Interconnect Fabrics for Multi-Core Quantum Processors
Escofet, P., Rached, S. B., Rodrigo, S., Almudéver, C. G., Alarcón, E., & Abadal, S. (2023) · International Workshop on Network on Chip Architectures (NoCArc) · doi:10.1145/3610396.3623267 · Cited by 17 · see citing works
Park, C. S., Kim, M.-G., & Han, H. W. (2025) · Contemporary Nurse · doi:10.1080/10376178.2024.2424787 · Cited by 17 · see citing works
Predictive analysis of heart disease using quantum-assisted machine learning
Banday, M., Zafar, S., Agarwal, P., Alam, M. A., Biswas, S. S., Hussain, I., & Abubeker, K. M. (2025) · Discover Applied Sciences · doi:10.1007/s42452-025-06944-z · Cited by 16 · see citing works
Mei, P., & Zhang, F. (2024) · Frontiers in Digital Health · doi:10.3389/fdgth.2024.1502745 · Cited by 16 · see citing works
Hybrid classical and quantum computing for enhanced glioma tumor classification using TCGA data
Akpinar, E., & Oduncuoğlu, M. (2025) · Scientific Reports · doi:10.1038/s41598-025-97067-3 · Cited by 16 · see citing works
Das, U. (2025) · ChemistrySelect · doi:10.1002/slct.202502448 · Cited by 15 · see citing works
Efficiency optimization in quantum computing: balancing thermodynamics and computational performance
Śmierzchalski, T., Mzaouali, Z., Deffner, S., & Gardas, B. (2024) · Scientific Reports · doi:10.1038/s41598-024-55314-z · Cited by 15 · see citing works
Bravo-Montes, J. A., Bastante, M., Botella, G., Barrio, A. A. D., & García-Herrero, F. (2024) · EPJ Quantum Technology · doi:10.1140/epjqt/s40507-024-00284-4 · Cited by 15 · see citing works
Zhukabayeva, T. K., Rehman, A. U., Tariq, N., & Benkhelifa, E. (2024) · IEEE Access · doi:10.1109/access.2024.3513153 · Cited by 15 · see citing works
Nanowires: Exponential speedup in quantum computing
Mimona, M. A., Mobarak, M. H., Ahmed, E., Kamal, F., & Hasan, M. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e31940 · Cited by 14 · see citing works
Why consider quantum instead classical pattern recognition techniques?
Barreto, A. G., Fanchini, F. F., Papa, J. P., & de Albuquerque, V. H. C. (2024) · Applied Soft Computing · doi:10.1016/j.asoc.2024.112096 · Cited by 14 · see citing works
Quantum technology for development framework as a tool for science diplomacy
Mafu, M., & Senekane, M. (2023) · Frontiers in Research Metrics and Analytics · doi:10.3389/frma.2023.1279376 · Cited by 13 · see citing works
Research advancements in quantum computing and digital twins
Khumsikiew, J., Netthong, R., & Yingngam, B. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-28884-5.00005-1 · Cited by 13 · see citing works
Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare
Pervez, F., Shoukat, M., Suresh, V., Farooq, M. U. B., Sandhu, M. M., Qayyum, A., Usama, M., Girardi, A. M., Latif, S., & Qadir, J. (2024) · IEEE Open Journal of the Computer Society · doi:10.1109/ojcs.2024.3462812 · Cited by 12 · see citing works
Self-citationReview of quantum algorithms for medicine, finance and logistics
Ciacco, A., Guerriero, F., & Macrina, G. (2025) · Soft Computing · doi:10.1007/s00500-025-10540-z · Cited by 12 · see citing works
A Systematic Review on Quantum Machine Learning Applications in Classification
MohammadiSavadkoohi, E., Shafiabady, N., & Vakilian, J. (2025) · IEEE Transactions on Artificial Intelligence · doi:10.1109/tai.2025.3567960 · Cited by 12 · see citing works
Huang, X., Xu, F., Zhu, W., Yao, L., He, J., Su, J., Zhao, W., & Hu, H. (2025) · BMC Medical Imaging · doi:10.1186/s12880-025-01813-y · Cited by 12 · see citing works
Quantum cryptography and data protection for medical devices before and after they meet Q-Day
Freyer, O., Ostermann, M., Minssen, T., & Gilbert, S. (2025) · npj Digital Medicine · doi:10.1038/s41746-025-02082-3 · Cited by 12 · see citing works
Vaz, E. (2024) · Letters in Spatial and Resource Sciences · doi:10.1007/s12076-024-00374-y · Cited by 11 · see citing works
Circuit Partitioning for Multi-Core Quantum Architectures with Deep Reinforcement Learning
Pastor, A., Escofet, P., Rached, S. B., Alarcón, E., Barlet‐Ros, P., & Abadal, S. (2024) · IEEE International Symposium on Circuits and Systems proceedings · doi:10.1109/iscas58744.2024.10557956 · Cited by 11 · see citing works
Quick Commerce in the Quantum Age
Haneefa, K. V. (2024) · Advances in marketing, customer relationship management, and e-services book series · doi:10.4018/979-8-3693-7673-7.ch017 · Cited by 11 · see citing works
Tech-Business Analytics in Tertiary Industry Sector
Kumar, S. S., Krishna Prasad, K., & Aithal, P. S. (2023) · International Journal of Applied Engineering and Management Letters · doi:10.47992/ijaeml.2581.7000.0208 · Cited by 11 · see citing works
Nwaichi, P. I., Ridzuan, N. B., Nwaichi, E. O., Umunnawuike, C., Nyah, F., Abutu, D., Money, B., & Agi, A. (2025) · Circular Economy and Sustainability · doi:10.1007/s43615-025-00684-3 · Cited by 10 · see citing works
Quantum Computing for Genomics: Conceptual Challenges and Practical Perspectives
Maurizio, A., & Mazzola, G. (2025) · PRX Life · doi:10.1103/h49j-bsc6 · Cited by 10 · see citing works
QIULEA: Quantum-inspired ultra-lightweight encryption algorithm for IOT devices
Jafer, S. H., Abedi, W. M. S., Al-Kateb, G., Aljanabi, M., Mijwil, M. M., Abotaleb, M. S. A., & Dhoska, K. (2024) · Pollack Periodica · doi:10.1556/606.2024.01139 · Cited by 9 · see citing works
Kocabay, S., Acar, E., Memiş, S., Taşkın, I. İ., Sever, M. R., & Şener, R. (2025) · Computational Biology and Chemistry · doi:10.1016/j.compbiolchem.2025.108476 · Cited by 8 · see citing works
Leveraging quantum science and technology for sustainable development in Africa
Mazhandu, F., & Mafu, M. (2025) · African Journal of Science Technology Innovation and Development · doi:10.1080/20421338.2025.2504259 · Cited by 8 · see citing works
Coalition of explainable artificial intelligence and quantum computing in precision medicine
Ray, S., Bhattacharya, P., Mattar, E. A., & Mukhopadhyay, A. (2025) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2025.11.031 · Cited by 8 · see citing works
Potential of quantum computing to effectively comprehend the complexity of brain
Sihare, S. R. (2023) · Applied Intelligence · doi:10.1007/s10489-023-04857-1 · Cited by 8 · see citing works
RETRACTED ARTICLE: Quantum sensors in sports biomechanics in revolutionizing injury prevention
Zhang, Z. (2023) · Optical and Quantum Electronics · doi:10.1007/s11082-023-06017-8 · Cited by 8 · see citing works
RetractedQuantum Internet of Things for Smart Healthcare
Sutradhar, K., Venkatesh, R., & Venkatesh, P. (2023) · Springer eBooks · doi:10.1007/978-3-031-50514-0_12 · Cited by 8 · see citing works
Quantum-Enhanced AI and Machine Learning: Transforming Predictive Analytics
AL-Shammri, F. K., Al-Shareeda, . A., Abbood, A. N. A. J., Almaiah, M. A., & AlAli, R. M. (2025) · Recent Advances in Electrical & Electronic Engineering (Formerly Recent Patents on Electrical & Electronic Engineering) · doi:10.2174/0123520965377470250225062938 · Cited by 7 · see citing works
Gurjar, V., Rajan, A. K., Chaturvedi, A., Tiwari, R. R., Ratre, P., & Mishra, P. K. (2025) · Computational and Structural Biotechnology Reports · doi:10.1016/j.csbr.2025.100053 · Cited by 7 · see citing works
Ilari, L., Tiribelli, S., & Caruso, F. (2026) · AI and Ethics · doi:10.1007/s43681-025-00935-x · Cited by 7 · see citing works
Perspective Chapter: Quantum Steganography – Encoding Secrets in the Quantum Domain
Agrawal, A., Soni, R., & Tomar, A. (2024) · IntechOpen eBooks · doi:10.5772/intechopen.1004597 · Cited by 7 · see citing works
Qubit Allocation Strategies in Quantum Computing for Improved Computational Efficiency
Chowdhury, S., Gill, R., Badhoutiya, A., Srivastava, A. P., Khan, A. K., & Singh, R. (2024) · International Conference on Innovative Practices in Technology and Management (ICIPTM) · doi:10.1109/iciptm59628.2024.10563524 · Cited by 7 · see citing works
Optimized quantum circuit partitioning across multiple quantum processors
Kaur, E., Shapourian, H., Zhao, J., Kilzer, M., Kompella, R. R., & Nejabati, R. (2025) · Quantum Computing, Communication, and Simulation · doi:10.1117/12.3042502 · Cited by 7 · see citing works
Siva Subramanian, R., Maheswari, B., Nithya, T., Girija, P., Karthikeyan, M., & Saraswathi, T. (2024) · Advances in computer and electrical engineering book series · doi:10.4018/979-8-3693-1168-4.ch006 · Cited by 7 · see citing works
Arafat, Y., Siam, A. S. M., Chowdhury, M. M., Hasan, M. M., Jobayer, S. H., Shatabda, S., Islam, S., & Mukta, S. H. (2025) · IET Blockchain · doi:10.1049/blc2.70009 · Cited by 6 · see citing works
Quantum AI Enhanced Blockchain Security for Drug Discovery
Roosan, D., Khou, T., Pham, B., Li, Y., Ashakin, M. R., Khan, H. M., Khan, R. I., & Haider, M. R. (2026) · Lecture notes in electrical engineering · doi:10.1007/978-981-95-0887-7_1 · Cited by 6 · see citing works
Quantum Computing in Healthcare Using AI-Driven Medical Technologies
Anbazhagu, U. V., Priyadharshini, K., Deepajothi, S., Haripriya, M. P., & Banu, E. A. (2024) · Advances in computer and electrical engineering book series · doi:10.4018/979-8-3693-6875-6.ch014 · Cited by 6 · see citing works
Quantum-safe Edge Applications: How to Secure Computation in Distributed Computing Systems
Cicconetti, C., Sabella, D., Noviello, P., & Paduanelli, G. D. (2024) · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) · doi:10.1109/pimrc59610.2024.10817166 · Cited by 6 · see citing works
Manko, S., & Frolovtsev, D. N. (2025) · Signal Image and Video Processing · doi:10.1007/s11760-025-03875-5 · Cited by 6 · see citing works
Maio, V. D., Brandić, I., Deelman, E., & Cito, J. (2025) · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · doi:10.1145/3696630.3731623 · Cited by 6 · see citing works
Machine Learning and Quantum Computing in Biomedical Intelligence
Sarangi, P. K., Kumari, S., Sawhney, M., Vajpayee, A., Rohra, M., & Mallik, S. (2023) · Advances in bioinformatics and biomedical engineering book series · doi:10.4018/979-8-3693-1479-1.ch008 · Cited by 6 · see citing works
Quantum computing in addressing greenhouse gas emissions: A systematic literature review
Hidayat, W., & Surendro, K. (2025) · Egyptian Informatics Journal · doi:10.1016/j.eij.2025.100622 · Cited by 5 · see citing works
Akpinar, E., Islam, S. M. N., & Oduncuoğlu, M. (2025) · Neural Computing and Applications · doi:10.1007/s00521-025-11522-w · Cited by 5 · see citing works
Kale, D. R., Jadhav, A., Wagh, M. B., Patil, S., Khatawkar, S. D., Patel, P., Maniyar, K. G., Mishra, E., & Patil, G. (2025) · Journal of Mines Metals and Fuels · doi:10.18311/jmmf/2025/49931 · Cited by 5 · see citing works
Feasible Applications of Quantum Computing in Varying Fields
Chamma, E., McGee, A., Gillmann, A., McNallan, I., & Mahmoud, M. (2023) · International Conference on Computational Science and Computational Intelligence (CSCI) · doi:10.1109/csci62032.2023.00080 · Cited by 5 · see citing works
Quantum computing in Healthcare 5.0
Ashour, A. S., & Koundal, D. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-29297-2.00009-5 · Cited by 5 · see citing works
Top research priorities in quantum computing
Hatay, E. S., Golec, M., Nguyen, H. T., Gill, S. S., Patros, P., Xu, M., Singh, M., RANA, O. F., Abraham, A., Qadir, J., et al. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-29096-1.00011-8 · Cited by 5 · see citing works
Self-citationA Study on Secure Quantum Computing for Healthcare System
Kashyap, A., & Agarwal, R. (2023) · International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES) · doi:10.1109/cises58720.2023.10183483 · Cited by 5 · see citing works
Tech-Business Analytics in Tertiary Industry SectorPreprint
Kumar, S., Krishna Prasad, K., & Aithal, P. S. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4729195 · Cited by 5 · see citing works
Quantum fuzzy logic for edge detection: A demonstration on NISQ hardware
Nunziata, G., Crisci, S., Gregorio, G. D., Schiattarella, R., Acampora, G., Coraggio, L., & Itaco, N. (2025) · Applied Soft Computing · doi:10.1016/j.asoc.2025.113866 · Cited by 4 · see citing works
LSQCA: Resource-Efficient Load/Store Architecture for Limited-Scale Fault-Tolerant Quantum Computing
Kobori, T., Suzuki, Y., Ueno, Y., Tanimoto, T., Todo, S., & Tokunaga, Y. (2025) · IEEE International Symposium on High-Performance Computer Architecture (HPCA) · doi:10.1109/hpca61900.2025.00033 · Cited by 4 · see citing works
Valencia, Y. D. R. V., Flores, A. N. S., Huarez, J. P. S., Palomino, J. A. C., Falcón, F. M. H., Huamán, O. P., & Castañeda, L. B. (2025) · Journal of Wireless Mobile Networks Ubiquitous Computing and Dependable Applications · doi:10.58346/jowua.2026.i1.001 · Cited by 4 · see citing works
Privacy-preserving cloud-based dermatological image processing for medical applications: a review
Chen, S., Zhang, X., Liu, E., Xiong, Y., Wang, L., Gu, X., Wang, Z., Guo, J., & Luo, T. (2026) · Journal of Cloud Computing Advances Systems and Applications · doi:10.1186/s13677-026-00886-6 · Cited by 4 · see citing works
Henge, S. K., Mehta, D., Chintala, S., Nandan, D., Suneetha, K., & Hinge, C. K. (2026) · Archives of Computational Methods in Engineering · doi:10.1007/s11831-026-10562-2 · Cited by 4 · see citing works
Bose, R., Mondal, S., Sutradhar, S., Das, S., Faheem, M., Roy, S., & Khan, A. A. (2026) · Health Science Reports · doi:10.1002/hsr2.72367 · Cited by 4 · see citing works
Precision nursing and personalized care
González‐Chordá, V. M. (2024) · Enfermería Clínica (English Edition) · doi:10.1016/j.enfcle.2023.11.002 · Cited by 4 · see citing works
- Authors
- Ur Rasool, R., Ahmad, H. F., Rafique, W., Qayyum, A., Qadir, J., & Anwar, Z.
- Affiliations
- College of Engineering and Science, Victoria University, Melbourne, VIC 8001, Australia
- King Faisal University (SA)
- University of Calgary (CA)
- Information Technology University (PK)
- Qatar University (QA)
- North Dakota State University (US)
- Corresponding author
- Rafique, Wajid
- Venue
- Future Internet
- Publisher
- MDPI AG
- Published
- 2023-02-27
- Volume
- 15
- Issue
- 3
- Pages
- 94
- ISSN
- 1999-5903 (ISSN-L)
- OpenAlex
- W4322628972
- Cited by
- 242
- References
- 187
- Citations by year
- 2026: 58 · 2025: 92 · 2024: 68 · 2023: 23 · 2022: 1
- FWCI
- 22.72
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Future Internet (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Qatar University QSpace (Qatar University) (submittedVersion)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › Quantum Computing Algorithms and Architecture
- Physical Sciences › Computer Science › Computational Theory and Mathematics › Computational Drug Discovery Methods
- Physical Sciences › Computer Science › Artificial Intelligence › Quantum Information and Cryptography
- Keywords
- quantum computing, medical applications, drug discovery, personalized medicine, DNA sequencing, diagnostic imaging, operational optimization, quantum computing architecture, quantum security
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