NoSQL distributed database for DICOM objects

被引:3
|
作者
Almeida, Ana [1 ]
Oliveira, Francisco [1 ]
Lebre, Rui [1 ,2 ]
Costa, Carlos [1 ]
机构
[1] Univ Aveiro, Aveiro, Portugal
[2] Univ A Coruna, Coruna, Spain
关键词
NoSQL; distributed; healthcare; PACS; DICOM; SERVICE; SQL;
D O I
10.1109/BIBM49941.2020.9313430
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Every year, the amount of data produced in healthcare institutions in the field of medical imaging is increasing. The easy accessibility to digital modalities and the proliferation of diagnosis centers working in network of services, creates the need for very large repositories of data. Moreover, the institutions have redundant storage across the network and load balancing mechanism to improve access performance. NoSQL databases provide horizontal scalability which allows the system to grow easily and effortlessly. Document databases are particularly suitable to store the DICOM metadata and the JSON format is already supported by the standard. This paper, we discuss the use of document database model in the medical imaging field, trying to focus on both clinical and research environments. Moreover, we focused on the proposal of an architecture based on MongoDB to distribute the load between multiple nodes. The proposal was integrated with an open-source PACS and validated by simulating multiple operations over data distributed across multiple virtual locations, and the results are promising.
引用
收藏
页码:1882 / 1885
页数:4
相关论文
共 50 条
  • [1] DISTRIBUTED DATABASE OPTIMIZATIONS WITH NoSQL MEMBERS
    Popa, George Dan
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2015, 77 (02): : 55 - 64
  • [2] DISTRIBUTED DATABASE OPTIMIZATIONS with NOSQL MEMBERS
    Popa, George Dan
    UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science, 2015, 77 77 (2 2): : 55 - 64
  • [3] Creation of a Distributed NoSQL Database with Distributed Hash Tables
    San Roman Guzman, Agustin
    Valdeolmillos, Diego
    Rivas, Alberto
    Gonzalez Arrieta, Angelica
    Chamoso, Pablo
    HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2019, 2019, 11734 : 26 - 37
  • [4] A Flexible Database Architecture for Mining DICOM Objects: the DICOM Data Warehouse
    Steve G. Langer
    Journal of Digital Imaging, 2012, 25 : 206 - 212
  • [5] A Flexible Database Architecture for Mining DICOM Objects: the DICOM Data Warehouse
    Langer, Steve G.
    JOURNAL OF DIGITAL IMAGING, 2012, 25 (02) : 206 - 212
  • [6] Design of a New Distributed NoSQL Database with Distributed Hash Tables
    San Roman Guzman, Agustin
    Valdeolmillos, Diego
    Rivas, Alberto
    Gonzalez Arrieta, Angelica
    Chamoso, Pablo
    LOGIC JOURNAL OF THE IGPL, 2022, 30 (04) : 566 - 577
  • [7] Comparison of the Frontier Distributed Database Caching System to NoSQL Databases
    Dykstra, Dave
    INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS 2012 (CHEP2012), PTS 1-6, 2012, 396
  • [8] A DISTRIBUTED STORAGE STRATEGY FOR TRAJECTORY DATA BASED ON NOSQL DATABASE
    Zhou, Yan
    Chen, Qifan
    Shan, Baoyu
    Jiang, Fan
    Pang, Yuling
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 3487 - 3490
  • [9] Low-power Distributed NoSQL Database for IoT Middleware
    Paethong, Pornpat
    Sato, Mikiko
    Namiki, Mitaro
    2016 FIFTH ICT INTERNATIONAL STUDENT PROJECT CONFERENCE (ICT-ISPC), 2016, : 158 - 161
  • [10] Managing tactics of objects for distributed database
    Hu, J.Z.
    Tan, Z.P.
    Xiaoxing Weixing Jisuanji Xitong/Mini-Micro Systems, 2001, 22 (01):