Healthcare Data Migration: A Technical Framework for Digital Transformation Success
DOI:
https://doi.org/10.32628/CSEIT241061177Keywords:
Healthcare Data Migration, Digital Transformation, Quality Assurance, Enterprise Solutions, Implementation FrameworkAbstract
This comprehensive article analysis explores the critical aspects of healthcare data migration within the context of digital transformation. The article examines the challenges, technologies, and implementation frameworks that healthcare organizations face during migration initiatives. It addresses the complexities of managing diverse medical data types, regulatory compliance requirements, and technical infrastructure needs while maintaining continuous patient care operations. The article investigates enterprise solutions, including VMware vMotion and Dell EMC PowerPath, alongside cloud-native approaches for optimizing migration processes. Through extensive case studies and real-world applications, the article demonstrates the significance of structured planning, quality assurance protocols, and resource allocation in successful migration projects. Furthermore, it evaluates the financial implications and return on investment of migration initiatives while considering future technological trends and strategic recommendations for healthcare organizations undertaking digital transformation journeys. The findings emphasize the importance of a balanced approach between technological advancement and maintaining healthcare service quality throughout the migration process.
Downloads
References
R. Saracco, "Digital Transformation in Healthcare," IEEE Digital Reality Initiative White Paper, 2024. [Online]. Available: Digital Transformation in Healthcare. https://digitalreality.ieee.org/images/files/pdf/Digital_Transformation_in_HealthcareFINAL.pdf
IEEE Conference Publication, "Current Trends and Challenges towards the Digital Health Era" [Online]. Available: Current Trends and Challenges towards the Digital Health Era. https://ieeexplore.ieee.org/abstract/document/9802962
R. Suphanchaimat et al., "Challenges in the Provision of Healthcare Services for Migrants: A Systematic Review Through Providers' Lens," BMC Health Services Research, 2023. [Online]. Available: Challenges in the Provision of Healthcare Services for Migrants: A Systematic Review Through Providers' Lens. https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-015-1065-z
M. Walton-Roberts et al., "Causes, Consequences, and Policy Responses to the Migration of Health Workers: Key Findings from India," Human Resources for Health, 2024. [Online]. Available: https://human-resources-health.biomedcentral.com/articles/10.1186/s12960-017-0199-y
Mohamed Esam Elsaid et al., "Multiple Virtual Machines Live Migration Performance Modelling -- VMware vMotion Based Study," in 2016 IEEE International Conference on Cloud Engineering (IC2E), pp. 1-8, April 2016. [Online]. Available: https://ieeexplore.ieee.org/document/7484186
Dell Technologies, "PowerPath Intelligent Multipathing Software," Dell EMC Technical White Paper, 2024. [Online]. Available: Dell EMC PowerPath Documentation. https://www.dell.com/en-us/lp/storage-powerpath-intelligent-multipathing-software
IEEE Standards Association, "IEEE 730-2014 - IEEE Standard for Software Quality Assurance Plans," IEEE SA, 2014. [Online]. Available: https://standards.ieee.org/ieee/730/5284/
F. J. Buckley and R. Poston, "Software Quality Assurance," IEEE Transactions on Software Engineering, vol. SE-10, no. 1, pp. 36-41, Jan. 1984. [Online]. Available: https://ieeexplore.ieee.org/document/5010196/citations#citations
S. Imran et al., "Big Data Analytics in Healthcare—A Systematic Literature Review and Roadmap for Practical Implementation," IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 1, pp. 1-22, Jan. 2021. [Online]. Available: https://ieeexplore.ieee.org/document/9205683
S. Thusini et al., "The development of the concept of return-on-investment from large-scale quality improvement programmes in healthcare: an integrative systematic literature review," BMC Health Services Research, vol. 22, no. 1492, Dec. 2022. [Online]. Available: https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-022-08832-3
J. Dooley, "Project Management Essentials," in Software Development and Professional Practice, Berkeley, CA: Apress, 2011. [Online]. Available: https://doi.org/10.1007/978-1-4302-3802-7_3
D. V. Lindberg and H. K. H. Lee, "Optimization under constraints by applying an asymmetric entropy measure," Journal of Computational and Graphical Statistics, vol. 24, no. 2, pp. 379-393, Jun. 2015. [Online]. Available: https://doi.org/10.1080/10618600.2014.901225
Downloads
Published
Issue
Section
License
Copyright (c) 2024 International Journal of Scientific Research in Computer Science, Engineering and Information Technology

This work is licensed under a Creative Commons Attribution 4.0 International License.