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Original Article
Role of Explainable Artificial Intelligence and Quantum Computing in Smart Healthcare System for Disease Detection
Kulbhushan Abasaheb Choure1
Dr. H.R. Vyawahare2
1 Assistant Professor, Department of Information Technology, M. S. Bidve Engineering College, Latur, Maharashtra, India. 2 Associate Professor, Department of Computer Science and Engineering, Sipna College of Engineering & Technology, Amravati, Maharashtra, India.
Published Online: July-August 2026
Pages: 21-25
Cite this article
↗ https://www.doi.org/10.59256/ijire.20260704004
References
[1]. Arrieta, A. B., Díaz-Rodríguez, N., Del Ser, J., Bennetot, A., Tabik, S., Barbado, A., ... & Herrera, F. (2020). Explainable Artificial
Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Information Fusion, 58, 82–115.
https://doi.org/10.1016/j.inffus.2019.12.012[2]. Biamonte, J., Wittek, P., Pancotti, N., Rebentrost, P., Wiebe, N., & Lloyd, S. (2017). Quantum machine learning. Nature, 549(7671),
195–202. https://doi.org/10.1038/nature23474
[3]. Ray, S., Bhattacharya, P., Mattar, E. A., & Mukhopadhyay, A. (2025). Coalition of explainable artificial intelligence and quantum
computing in precision medicine. Computational and Structural Biotechnology Journal, 27, 5234–5251.
https://doi.org/10.1016/j.csbj.2025.11.031.
[4]. Samek, W., Montavon, G., Vedaldi, A., Hansen, L. K., & Müller, K.-R. (Eds.). (2021). Explainable AI: Interpreting, explaining and
visualizing deep learning (2nd ed.). Springer.
[5]. Yang, Y., et al. (2025). Fusion of Quantum Computing and Explainable Artificial Intelligence for Transformative Healthcare.
Information Fusion. (Use complete author details from the published paper.)
[6]. Lundberg, S. M., & Lee, S.-I. (2017). A unified approach to interpreting model predictions. In Advances in Neural Information
Processing Systems (NeurIPS), 30.
[7]. Checking your browser - reCAPTCHA. (2024). Nih.gov. https://pmc.ncbi.nlm.nih.gov/articles/PMC12671375/
[8]. Ribeiro, M. T., Singh, S., & Guestrin, C. (2016). "Why should I trust you?": Explaining the predictions of any classifier. In
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1135–1144.
[9]. Call for Chapters: Quantum Computing and Intelligence for Smart Healthcare Systems | IGI Global Scientific Publishing. (2026). Igi-
Global.com. https://www.igi-global.com/publish/call-for-papers/call-details/9982.
[10]. Schuld, M., & Petruccione, F. (2021). Machine Learning with Quantum Computers (2nd ed.). Springer.
[11]. Topol, E. (2019). High-performance medicine: The convergence of human and artificial intelligence. Nature Medicine, 25(1), 44–56.
Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Information Fusion, 58, 82–115.
https://doi.org/10.1016/j.inffus.2019.12.012[2]. Biamonte, J., Wittek, P., Pancotti, N., Rebentrost, P., Wiebe, N., & Lloyd, S. (2017). Quantum machine learning. Nature, 549(7671),
195–202. https://doi.org/10.1038/nature23474
[3]. Ray, S., Bhattacharya, P., Mattar, E. A., & Mukhopadhyay, A. (2025). Coalition of explainable artificial intelligence and quantum
computing in precision medicine. Computational and Structural Biotechnology Journal, 27, 5234–5251.
https://doi.org/10.1016/j.csbj.2025.11.031.
[4]. Samek, W., Montavon, G., Vedaldi, A., Hansen, L. K., & Müller, K.-R. (Eds.). (2021). Explainable AI: Interpreting, explaining and
visualizing deep learning (2nd ed.). Springer.
[5]. Yang, Y., et al. (2025). Fusion of Quantum Computing and Explainable Artificial Intelligence for Transformative Healthcare.
Information Fusion. (Use complete author details from the published paper.)
[6]. Lundberg, S. M., & Lee, S.-I. (2017). A unified approach to interpreting model predictions. In Advances in Neural Information
Processing Systems (NeurIPS), 30.
[7]. Checking your browser - reCAPTCHA. (2024). Nih.gov. https://pmc.ncbi.nlm.nih.gov/articles/PMC12671375/
[8]. Ribeiro, M. T., Singh, S., & Guestrin, C. (2016). "Why should I trust you?": Explaining the predictions of any classifier. In
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1135–1144.
[9]. Call for Chapters: Quantum Computing and Intelligence for Smart Healthcare Systems | IGI Global Scientific Publishing. (2026). Igi-
Global.com. https://www.igi-global.com/publish/call-for-papers/call-details/9982.
[10]. Schuld, M., & Petruccione, F. (2021). Machine Learning with Quantum Computers (2nd ed.). Springer.
[11]. Topol, E. (2019). High-performance medicine: The convergence of human and artificial intelligence. Nature Medicine, 25(1), 44–56.
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