Diabetes prediction using Shapley additive explanations and DSaaS over machine learning classifiers: a novel healthcare paradigm
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Hardware and Architecture,Media Technology,Software
Link
https://link.springer.com/content/pdf/10.1007/s11042-023-17212-w.pdf
Reference54 articles.
1. Abdel Hameed M, Hassaballah M, Hosney ME, Alqahtani A (2022) An AI-enabled internet of things based autism care system for improving cognitive ability of children with autism spectrum disorders. Comput Intell Neurosci 2022:1–18
2. Srinivasu PN, Bhoi AK, Nayak SR, Bhutta MR, Woźniak M (2021) Blockchain technology for secured healthcare data communication among the non-terminal nodes in IoT architecture in 5G network. Electronics 10(12):1–26. https://doi.org/10.3390/electronics10121437
3. Bhavnani SP, Muñoz D, Bagai A (2016) Data science in healthcare. Circulation: Cardiovascular Quality and Outcomes 9(6):683–687. https://doi.org/10.1161/CIRCOUTCOMES.116.003081. https://www.ahajournals.org/doi/pdf/10.1161/CIRCOUTCOMES.116.003081
4. Guleria P, Ahmed S, Alhumam A, Srinivasu PN (2022) Empirical study on classifiers for earlier prediction of COVID-19 infection cure and death rate in the indian states. Healthcare 10(1):1–32
5. Tafti AP, LaRose E, Badger JC, Kleiman R, Peissig P (2017) Machine learning-as-a-service and its application to medical informatics. In: Perner P (ed) Machine Learning and Data Mining in Pattern Recognition. Springer, pp 206–219
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