Concepedia

Screening Automation

Screening Automation is a methodological framework in which computational algorithms and systematic protocols are integrated to enable the consistent, efficient, and minimally manual evaluation of candidates—whether job applicants in resume screening or chemical compounds in small-molecule screening—thereby distinguishing it from manual or ad hoc screening approaches by its reliance on standardized, rule-based decision-making processes.

30

Publications

2.3K

Citations

196

Authors

69

Institutions

Publications per year

2017–2026

12

Parents

Publications

30

The Evolution of High-Throughput Experimentation in Pharmaceutical Development and Perspectives on the Future

Steven M. Mennen, Carolina Alhambra, C. Liana Allen et al. · Organic Process Research & Development · 2019 · 570 citations · Full text

, , +15

Neandertal and Denisovan DNA from Pleistocene sediments

Viviane Slon, Charlotte Hopfe, Clemens L. Weiß et al. · Science · 2017 · 474 citations · Full text

, , +17

Research Screener: a machine learning tool to semi-automate abstract screening for systematic reviews

Kevin Chai, Robin L. J. Lines, Daniel F. Gucciardi et al. · Systematic Reviews · 2021 · 180 citations · Full text

, , +16

Cheaper faster drug development validated by the repositioning of drugs against neglected tropical diseases

Kevin Williams, Elizabeth Bilsland, Andrew C. Sparkes et al. · Journal of The Royal Society Interface · 2015 · 162 citations · Full text

, , +16

Technology-assisted title and abstract screening for systematic reviews: a retrospective evaluation of the Abstrackr machine learning tool

Allison Gates, Cydney N. Johnson, Lisa Hartling · Systematic Reviews · 2018 · 156 citations · Full text

, , +15

1–5 of 30

Authors

196

  1. LH
    Lisa Hartling

    University of Alberta, Canada

    2 publications · 241 citations

    2

    h-index

  2. MC
    Melodie Christensen

    Merck & Co., Inc., Rahway, NJ, USA (United States), United States

    2 publications · 645 citations

    2

    h-index

  3. AG
    Allison Gates

    University of Alberta, Canada

    2 publications · 241 citations

    2

    h-index

  4. MW
    M.S. Wallace

    Pfizer (United Kingdom), United Kingdom

    1 publications · 17 citations

    1

    h-index

  5. TJ
    Travis J Mathewson

    Pfizer (United Kingdom), United Kingdom

    1 publications · 17 citations

    1

    h-index

1–5 of 196

Institutions

69

  1. Pfizer (United Kingdom)

    Tadworth, United Kingdom

    3 h-index

    5 publications

    180 citations

  2. Merck & Co., Inc., Rahway, NJ, USA (United States)

    Rahway, United States

    3 h-index

    7 publications

    1.5K citations

  3. Bristol-Myers Squibb (United States)

    New York, United States

    2 h-index

    4 publications

    1.7K citations

  4. University of Cambridge

    Cambridge, United Kingdom

    2 h-index

    7 publications

    634 citations

  5. University of Alberta

    Edmonton, Canada

    2 h-index

    9 publications

    978 citations

  6. AstraZeneca (United Kingdom)

    Cambridge, United Kingdom

    2 h-index

    6 publications

    700 citations

  7. Janssen (Belgium)

    Beerse, Belgium

    2 h-index

    6 publications

    201 citations

  8. University College London

    London, United Kingdom

    1 h-index

    1 publications

    37 citations

1–8 of 69

Venues

  1. Systematic Reviews

    2 publications · 336 citations

    2

    h-index

  2. Drug Discovery Today

    2 publications · 42 citations

    2

    h-index

  3. SLAS DISCOVERY

    2 publications · 30 citations

    2

    h-index

  4. BMC Medical Research Methodology

    1 publications · 85 citations

    1

    h-index

  5. Environmental Science Processes & Impacts

    ESP&I · 1 publications · 31 citations

    1

    h-index

1–5