Selected article for: "disease information and new system"
Author: Shah, Vruddhi; Shelke, Ankita; Parab, Mamata; Shah, Jainam; Mehendale, Ninad
Title: A statistical and deep learning-based daily infected count prediction system for the coronavirus pandemic
  • Cord-id: edy9c1vo
  • Document date: 2021_4_3
    • ID: edy9c1vo
    Snippet: We present new data analytics-based predictions results that can help governments to plan their future actions and also help medical services to be better prepared for the future. Our system can predict new corona cases with 99.82% accuracy using susceptible infected recovered (SIR) model. We have predicted the results of new COVID cases per day for dense and highly populated country i.e. India. We found that traditional statistical methods will not work efficiently as they do not consider the l
    Document: We present new data analytics-based predictions results that can help governments to plan their future actions and also help medical services to be better prepared for the future. Our system can predict new corona cases with 99.82% accuracy using susceptible infected recovered (SIR) model. We have predicted the results of new COVID cases per day for dense and highly populated country i.e. India. We found that traditional statistical methods will not work efficiently as they do not consider the limited population in a particular country. Using the data analytics-based curve we predicted four most likely possibilities for the number of new cases in India. Hence, we expect that the results mentioned in the manuscript help people to better understand the progress of this disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12065-021-00600-2.

    Search related documents:
    Co phrase search for related documents
    • actual effect and acute respiratory syndrome: 1
    • acute respiratory syndrome and lockdown relaxation: 1, 2, 3
    • acute respiratory syndrome and long lstm short term memory: 1, 2, 3, 4, 5, 6, 7, 8
    • acute respiratory syndrome and lstm short term memory: 1, 2, 3, 4, 5, 6, 7, 8, 9
    • acute respiratory syndrome and lung tissue: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • long lstm short term memory and lstm short term memory: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • long term forecast and lstm short term memory: 1, 2, 3, 4, 5, 6, 7, 8