Smart Healthcare System for Bone Fracture Prediction with Encrypted EMR Storage Using Blockchain and ResNet-50

  • Unique Paper ID: 201040
  • PageNo: 226-236
  • Abstract:
  • The rapid growth of healthcare data requires efficient, secure, and intelligent systems for diagnosis and data management. This paper proposes an AI-based Bone Fracture Detection System integrated with Blockchain technology for secure storage of medical records. The system processes X-ray images using image processing techniques such as edge detection and contour extraction to identify fractures. A custom blockchain model is implemented to ensure data integrity, immutability, and security. The proposed system improves diagnostic accuracy, reduces manual effort, and enhances data protection. Experimental results show improved efficiency, scalability, and reliability.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{201040,
        author = {Mrs. Veerendeswari J and Praveenraj R T and Raja V and Mohamed Tharju I},
        title = {Smart Healthcare System for Bone Fracture Prediction with Encrypted EMR Storage Using Blockchain and ResNet-50},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {no},
        pages = {226-236},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=201040},
        abstract = {The rapid growth of healthcare data requires efficient, secure, and intelligent systems for diagnosis and data management. This paper proposes an AI-based Bone Fracture Detection System integrated with Blockchain technology for secure storage of medical records. The system processes X-ray images using image processing techniques such as edge detection and contour extraction to identify fractures. A custom blockchain model is implemented to ensure data integrity, immutability, and security. The proposed system improves diagnostic accuracy, reduces manual effort, and enhances data protection. Experimental results show improved efficiency, scalability, and reliability.},
        keywords = {Bone Fracture Detection, Blockchain, AI, Medical Imaging, Healthcare Security},
        month = {May},
        }

Cite This Article

J, M. V., & T, P. R., & V, R., & I, M. T. (2026). Smart Healthcare System for Bone Fracture Prediction with Encrypted EMR Storage Using Blockchain and ResNet-50. International Journal of Innovative Research in Technology (IJIRT), 226–236.

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