Concepedia

Forecasting Disease Severity

Forecasting Disease Severity is a predictive modeling approach in public health analytics that estimates the magnitude and progression of clinical impact of infectious diseases within populations over time.

61

Publications

3.2K

Citations

545

Authors

212

Institutions

Publications per year

2017–2026

48

Parents

Publications

61

COVID-19 Patient Health Prediction Using Boosted Random Forest Algorithm

Celestine Iwendi, Ali Kashif Bashir, Atharva Peshkar et al. · Frontiers in Public Health · 2020 · 515 citations · Full text

, , +16

A machine learning-based model for survival prediction in patients with severe COVID-19 infection

Yan Li, Hai‐Tao Zhang, Jorge Gonçalves et al. · medRxiv · 2020 · 426 citations · Full text

, , +17

The Severity of Pandemic H1N1 Influenza in the United States, from April to July 2009: A Bayesian Analysis

Anne M. Presanis, Daniela De Angelis, Angela Hagy et al. · PLoS Medicine · 2009 · 293 citations · Full text

, , +12

Modeling the Impact of Interventions on an Epidemic of Ebola in Sierra Leone and Liberia

Caitlin Rivers, Eric Lofgren, Madhav Marathe et al. · PLoS Currents · 2014 · 219 citations · Full text

, , +17

Prediction of infectious disease epidemics via weighted density ensembles

Evan L Ray, Nicholas G Reich · PLoS Computational Biology · 2018 · 154 citations · Full text

, , +17

1–5 of 61

Authors

545

  1. GD
    Giovanni Di Meglio

    European Institute of Oncology, Italy

    3 publications · 101 citations

    3

    h-index

  2. VR
    Valerio Ricciardi

    University of Campania "Luigi Vanvitelli", Italy

    3 publications · 101 citations

    3

    h-index

  3. AF
    Antonio Ferragamo

    University of Zurich, Switzerland

    3 publications · 101 citations

    3

    h-index

  4. ES
    Emanuele Spina

    University of Naples Federico II, Italy

    3 publications · 101 citations

    3

    h-index

  5. DD
    Dario De Natale

    University of Zurich, Switzerland

    3 publications · 101 citations

    3

    h-index

1–5 of 545

Institutions

212

  1. Consorzio Venezia Ricerche

    Venice, Italy

    3 h-index

    9 publications

    303 citations

  2. INGV Osservatorio Vesuviano

    Naples, Italy

    3 h-index

    9 publications

    303 citations

  3. University of Hong Kong

    Pok Fu Lam, Hong Kong

    3 h-index

    12 publications

    1.3K citations

  4. University of Naples Federico II

    Naples, Italy

    3 h-index

    6 publications

    202 citations

  5. Regione Puglia

    Bari, Italy

    3 h-index

    3 publications

    101 citations

  6. University of Zurich

    Zurich, Switzerland

    3 h-index

    3 publications

    101 citations

  7. Institute for Research on Innovation and Services for Development

    Naples, Italy

    3 h-index

    3 publications

    101 citations

  8. Istituto Nazionale di Fisica Nucleare, Sezione di Napoli

    Naples, Italy

    3 h-index

    3 publications

    101 citations

1–8 of 212

Venues

  1. medRxiv

    Repository · 7 publications · 515 citations

    7

    h-index

  2. PLoS Currents

    3 publications · 404 citations

    3

    h-index

  3. Scientific Reports

    3 publications · 87 citations

    3

    h-index

  4. PLoS ONE

    2 publications · 53 citations

    2

    h-index

  5. Computer Methods and Programs in Biomedicine

    2 publications · 63 citations

    2

    h-index

1–5