Leveraging Big Data Analytics to Reduce Healthcare Costs

被引:89
|
作者
Srinivasan, Uma
Arunasalam, Bavani
机构
[1] Capital Markets Cooperative Research Centre, Australia
关键词
big data; data mining; health data analytics; information technology; predictive modeling;
D O I
10.1109/MITP.2013.55
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Two novel applications for analyzing health insurance claims leverage big data to detect fraud, abuse, waste, and errors. Claim anomalies detected using these applications help private health insurers identify hidden cost overruns that transaction processing systems can't detect.
引用
收藏
页码:21 / 28
页数:8
相关论文
共 50 条
  • [21] Transforming simulation in healthcare to enhance interprofessional collaboration leveraging big data analytics and artificial intelligence
    Guraya, Salman Yousuf
    [J]. BMC MEDICAL EDUCATION, 2024, 24 (01)
  • [22] An Analysis of Log Management Practices to reduce IT Operational Costs Using Big Data Analytics
    Sukma, Narongsak
    Srisawat, Wasin
    Sa-nga-ngam, Prush
    Leelasantitham, Adisorn
    [J]. 2019 4TH TECHNOLOGY INNOVATION MANAGEMENT AND ENGINEERING SCIENCE INTERNATIONAL CONFERENCE (TIMES-ICON), 2019,
  • [23] Leveraging mist and fog for big data analytics inIoTenvironment
    El-Hasnony, Ibrahim M.
    Mostafa, Reham R.
    Elhoseny, Mohamed
    Barakat, Sherif I.
    [J]. TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2021, 32 (07)
  • [24] Leveraging big-data for business process analytics
    Vera-Baquero, Alejandro
    Palacios, Ricardo Colomo
    Stantchev, Vladimir
    Molloy, Owen
    [J]. LEARNING ORGANIZATION, 2015, 22 (04): : 215 - 228
  • [25] Challenges and opportunities of big data analytics in healthcare
    Goyal, Priyanshi
    Malviya, Rishabha
    [J]. HEALTH CARE SCIENCE, 2023, 2 (05): : 328 - 338
  • [26] An insight into application of big data analytics in healthcare
    Nalluri, Sravani
    Sasikala, R.
    [J]. INTERNATIONAL JOURNAL OF DATA MINING MODELLING AND MANAGEMENT, 2020, 12 (01) : 87 - 117
  • [27] A Survey Of Big Data Analytics in Healthcare and Government
    Archenaa, J.
    Anita, E. A. Mary
    [J]. BIG DATA, CLOUD AND COMPUTING CHALLENGES, 2015, 50 : 408 - 413
  • [28] A review of the literature on big data analytics in healthcare
    Galetsi, Panagiota
    Katsaliaki, Korina
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2020, 71 (10) : 1511 - 1529
  • [29] Insight Of Big Data Analytics In Healthcare Industry
    Sabharwal, Satwik
    Gupta, Samridhi
    Thirunavukkarasu, K.
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2016, : 95 - 100
  • [30] Vitality of Big Data Analytics in Healthcare Department
    Johri, Prashant
    Singh, Tanya
    Das, Sanjoy
    Anand, Shipra
    [J]. 2017 INTERNATIONAL CONFERENCE ON INFOCOM TECHNOLOGIES AND UNMANNED SYSTEMS (TRENDS AND FUTURE DIRECTIONS) (ICTUS), 2017, : 669 - 673