Concepedia

Resource Utilization Prediction

Resource Utilization Prediction is a predictive modeling framework within population health analytics that forecasts the expected consumption of healthcare resources—such as hospital beds, personnel, and medical supplies—by specific populations over defined time periods, distinguishing itself from related forecasting methods through its focus on quantifying demand for health system capacity rather than clinical outcomes or disease incidence.

767

Publications

39.7K

Citations

3.6K

Authors

1.3K

Institutions

Publications per year

2017–2026

305

Parents

Publications

767

Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications

IEEE Communications Surveys & Tutorials · 2014 · 833 citations · Full text

, , +11

Atrial fibrillation following coronary artery bypass graft surgery: predictors, outcomes, and resource utilization. MultiCenter Study of Perioperative Ischemia Research Group

Joseph P. Mathew · JAMA · 1996 · 653 citations

, , +17

Workload Prediction Using ARIMA Model and Its Impact on Cloud Applications’ QoS

Rodrigo N. Calheiros, Enayat Masoumi, Rajiv Ranjan et al. · IEEE Transactions on Cloud Computing · 2014 · 594 citations

, , +17

Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications

Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University) · 2014 · 587 citations · Full text

, , +11

Enhanced recovery pathways optimize health outcomes and resource utilization: A meta-analysis of randomized controlled trials in colorectal surgery

Michel Adamina, Henrik Kehlet, George Tomlinson et al. · Surgery · 2011 · 553 citations

, , +17

1–5 of 767

Authors

3.6K

  1. ZM
    Zobair M. Younossi

    Inova Fairfax Hospital, United States

    6 publications · 303 citations

    6

    h-index

  2. SC
    Shaji C. Menon

    University of Utah, United States

    4 publications · 103 citations

    4

    h-index

  3. HS
    Haiying Shen

    Clemson University, United States

    4 publications · 90 citations

    4

    h-index

  4. LC
    Liuhua Chen

    Clemson University, United States

    4 publications · 90 citations

    4

    h-index

  5. SG
    Shaifu Gupta

    Indian Institute of Technology Mandi, India

    4 publications · 147 citations

    4

    h-index

1–5 of 3.6K

Institutions

1.3K

  1. Johns Hopkins University

    Baltimore, United States

    17 h-index

    72 publications

    4.2K citations

  2. Harvard University

    Cambridge, United States

    17 h-index

    55 publications

    4.3K citations

  3. Stanford University

    Stanford, United States

    14 h-index

    55 publications

    2.1K citations

  4. Brigham and Women's Hospital

    Boston, United States

    12 h-index

    42 publications

    4.2K citations

  5. University of California, San Francisco

    San Francisco, United States

    12 h-index

    48 publications

    2.2K citations

  6. University of Michigan

    Ann Arbor, United States

    12 h-index

    37 publications

    1.5K citations

  7. Mayo Clinic

    Rochester, United States

    12 h-index

    41 publications

    1.5K citations

  8. University of Utah

    Salt Lake City, United States

    11 h-index

    40 publications

    1.5K citations

1–8 of 1.3K

Venues

  1. PubMed

    Repository · 26 publications · 769 citations

    16

    h-index

  2. Journal of Pediatric Surgery

    12 publications · 699 citations

    12

    h-index

  3. Medical Care

    13 publications · 771 citations

    12

    h-index

  4. JAMA

    10 publications · 2.3K citations

    10

    h-index

  5. IEEE Access

    8 publications · 320 citations

    8

    h-index

1–5