Concepedia

Outlier Flagging

Outlier Flagging is a methodological procedure in data preprocessing that identifies and marks individual data points as potential outliers based on their deviation from the expected pattern or distribution of the dataset.

45

Publications

2.2K

Citations

177

Authors

86

Institutions

Publications per year

2017–2026

14

Parents

Publications

45

Outlier detection by active learning

Naoki Abe, Bianca Zadrozny, John Langford · 2006 · 329 citations

, , +10

How Significant is a Boxplot Outlier?

Robert J. MacG. Dawson · Journal of Statistics Education · 2011 · 215 citations · Full text

, , +16

Robust principal component analysis for accurate outlier sample detection in RNA-Seq data

Xiaoying Chen, Bo Zhang, Ting Wang et al. · BMC Bioinformatics · 2020 · 117 citations · Full text

, , +17

Reducing drug prescription errors and adverse drug events by application of a probabilistic, machine-learning based clinical decision support system in an inpatient setting

Gad Segal, Amitai Segev, Adi Brom et al. · Journal of the American Medical Informatics Association · 2019 · 110 citations · Full text

, , +17

Assessing accuracy of diagnosis-type indicators for flagging complications in administrative data

Hude Quan, Gerry A. Parsons, William A. Ghali · Journal of Clinical Epidemiology · 2004 · 102 citations

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1–5 of 45

Authors

177

  1. BH
    Bettina Horn

    Humboldt-Universität zu Berlin, Germany

    1 publications · 29 citations

    1

    h-index

  2. JA
    Jeffrey A. Hooke

    Windber Research Institute, United States

    1 publications · 19 citations

    1

    h-index

  3. FS
    Frederic S. Resnic

    Brigham and Women's Hospital, United States

    1 publications · 60 citations

    1

    h-index

  4. TH
    Thomas H. Badewien

    Carl von Ossietzky Universität Oldenburg, Germany

    1 publications · 11 citations

    1

    h-index

  5. GA
    Gerry A. Parsons

    University of Calgary, Canada

    1 publications · 102 citations

    1

    h-index

1–5 of 177

Institutions

86

  1. Washington University in St. Louis

    St Louis, United States

    2 h-index

    14 publications

    738 citations

  2. Alberta Health Services

    Edmonton, Canada

    2 h-index

    3 publications

    216 citations

  3. University of Calgary

    Calgary, Canada

    2 h-index

    3 publications

    216 citations

  4. Tobacco Research Institute

    Qingdao, China

    1 h-index

    2 publications

    56 citations

  5. Duke Medical Center

    Durham, United States

    1 h-index

    3 publications

    117 citations

  6. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    1 h-index

    1 publications

    52 citations

  7. Lahey Hospital and Medical Center

    Burlington, United States

    1 h-index

    1 publications

    60 citations

  8. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    1 h-index

    1 publications

    329 citations

1–8 of 86

Venues

  1. PubMed

    Repository · 2 publications · 119 citations

    2

    h-index

  2. BMC Bioinformatics

    2 publications · 132 citations

    2

    h-index

  3. Journal of Clinical Epidemiology

    2 publications · 114 citations

    2

    h-index

  4. Food Control

    1 publications · 29 citations

    1

    h-index

  5. Future Generation Computer Systems

    FGCS · 1 publications · 14 citations

    1

    h-index

1–5