A multi-granular stacked regression for forecasting long-term demand in Emergency Departments

被引：0
|
作者：
Charlotte James
Richard Wood
Rachel Denholm
机构：
[1] University Hospitals Bristol and Weston NHS Foundation Trust and University of Bristol,NIHR Bristol Biomedical Research Centre (BRC)
[2] National Health Service (BNSSG ICB),Modelling and Analytics
[3] University of Bath,Centre for Healthcare Innovation and Improvement (CHI2), School of Management
来源：
BMC Medical Informatics and Decision Making | / 23卷
关键词：
Machine learning; Emergency Department; Population Health; Service demand; Forecasting;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [31] Optimized Deep Stacked Long Short-Term Memory Network for Long-Term Load Forecasting
    Farrag, Tamer Ahmed
    Elattar, Ehab E.
    IEEE ACCESS, 2021, 9 : 68511 - 68522
  • [32] Are long-term care residents referred appropriately to hospital emergency departments?
    Jensen, Phyllis Marie
    Fraser, Fred
    Shankardass, Kanwal
    Epstein, Ralph
    Khera, Joginder
    CANADIAN FAMILY PHYSICIAN, 2009, 55 (05) : 500 - 505
  • [33] Application of Relevance Vector Regression Model based on Sparse Bayesian Learning to Long-term Electricity Demand Forecasting
    Niu, Lin
    Zhao, Jianguo
    Liu, Min
    2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, 2009, : 2363 - 2367
  • [34] FORECASTING THE DEMAND ON ACCIDENT AND EMERGENCY DEPARTMENTS IN HEALTH DISTRICTS IN THE TRENT REGION
    MILNER, PC
    STATISTICS IN MEDICINE, 1988, 7 (10) : 1061 - 1072
  • [35] Short-term and Long-term Air Quality Forecasting Technique Using Stacked LSTM
    Sani, Shaon Hossain
    Shopon, Md
    Khan, Mashrur Hossain
    Hasan, Moenul
    Mridha, M. F.
    2020 6TH INTERNATIONAL CONFERENCE ON COMMUNICATION AND INFORMATION PROCESSING, ICCIP 2020, 2020, : 165 - 171
  • [36] Modeling and long-term forecasting demand in spare parts logistics businesses
    Dombi, Jozsef
    Jonas, Tamas
    Toth, Zsuzsanna Eszter
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2018, 201 : 1 - 17
  • [37] Multivariate Statistical Analysis Based Methodology for Long-Term Demand Forecasting
    Jimenez, J.
    Pertuz, A.
    Quintero, C. G.
    Montana, J.
    IEEE LATIN AMERICA TRANSACTIONS, 2019, 17 (01) : 93 - 101
  • [38] Long-Term Energy Demand Forecasting in Thailand with Ensemble Prediction Model
    Chatunapalak, Isariyanatre
    Kongprawechnon, Waree
    Kudtongngam, Jasada
    2022 17TH INTERNATIONAL JOINT SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND NATURAL LANGUAGE PROCESSING (ISAI-NLP 2022) / 3RD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INTERNET OF THINGS (AIOT 2022), 2022,
  • [39] Long-term forecasting of electric power demand using grey theory
    Gang, Xiong
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 1993, 27 (05):
  • [40] Long-term evolution of energy and electricity demand forecasting: The case of Ethiopia
    Gebremeskel, Dawit Habtu
    Ahlgren, Erik O.
    Beyene, Getachew Bekele
    ENERGY STRATEGY REVIEWS, 2021, 36
12345