Concepedia

Machine Learning-based Hazard Screening

Machine Learning-Based Hazard Screening is a systematic method within hazard screening that employs machine learning algorithms to automatically identify, classify, or prioritize potential hazards by analyzing patterns and anomalies in data, distinguishing it from traditional rule-based or manual screening approaches through its adaptive, data-driven modeling capabilities.

15

Publications

675

Citations

62

Authors

34

Institutions

Publications per year

2017–2026

12

Parents

Publications

15

Use of artificial neural networks to rescue agrochemical-based health hazards: A resource optimisation method for cleaner crop production

Ehsan Elahi, Weijun Cui, Huiming Zhang et al. · Journal of Cleaner Production · 2019 · 120 citations

, , +11

Machine Learning-Based Hazard-Driven Prioritization of Features in Nontarget Screening of Environmental High-Resolution Mass Spectrometry Data

Katarzyna Arturi, Juliane Hollender · Environmental Science & Technology · 2023 · 71 citations · Full text

, , +16

Deploying nEmesis: Preventing Foodborne Illness by Data Mining Social Media

Adam Sadilek, Henry Kautz, Lauren DiPrete et al. · AI Magazine · 2017 · 57 citations · Full text

, , +17

Machine learning combined with non-targeted LC-HRMS analysis for a risk warning system of chemical hazards in drinking water: A proof of concept

Saer Samanipour, Sarit Kaserzon, Soumini Vijayasarathy et al. · Talanta · 2018 · 49 citations · Full text

, , +17

Screening Electronic Health Record–Related Patient Safety Reports Using Machine Learning

William Marella, Erin Sparnon, Edward Finley · Journal of Patient Safety · 2014 · 48 citations

, , +17

1–5 of 15

Authors

62

  1. JT
    Jack Teitel

    University of Rochester, United States

    2 publications · 94 citations

    2

    h-index

  2. BL
    Brian Labus

    University of Nevada, Las Vegas, United States

    2 publications · 94 citations

    2

    h-index

  3. AS
    Adam Sadilek

    Google (United States), United States

    2 publications · 94 citations

    2

    h-index

  4. HK
    Henry Kautz

    University of Rochester, United States

    2 publications · 94 citations

    2

    h-index

  5. VS
    Vincent Silenzio

    University of Rochester, United States

    2 publications · 94 citations

    2

    h-index

1–5 of 62

Institutions

34

  1. University of Rochester

    Rochester, United States

    2 h-index

    9 publications

    413 citations

  2. Southern Nevada Health District

    Las Vegas, United States

    2 h-index

    4 publications

    188 citations

  3. University of Genoa

    Genoa, Italy

    1 h-index

    5 publications

    220 citations

  4. University of Northern British Columbia

    Prince George, Canada

    1 h-index

    1 publications

    29 citations

  5. Institute for Conflict Research

    Belfast, United Kingdom

    1 h-index

    3 publications

    144 citations

  6. South Dakota School of Mines and Technology

    Rapid City, United States

    1 h-index

    3 publications

    72 citations

  7. National Research Council

    Rome, Italy

    1 h-index

    2 publications

    42 citations

  8. Manisa Celal Bayar University

    Manisa, Türkiye

    1 h-index

    1 publications

    39 citations

1–8 of 34

Venues

  1. The Science of The Total Environment

    1 publications · 24 citations

    1

    h-index

  2. Journal of Hazardous Materials

    1 publications · 29 citations

    1

    h-index

  3. Journal of Cleaner Production

    1 publications · 120 citations

    1

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 37 citations

    1

    h-index

  5. Eos

    1 publications · 46 citations

    1

    h-index

1–5