Concepedia

Outcome Extraction

Outcome Extraction is a methodological process in data extraction that identifies and isolates specific research outputs—such as methods, models, frameworks, or metrics—from academic publications, distinguished by its focus on capturing contributory elements that represent the primary scholarly advancements reported in a study.

3

Publications

265

Citations

17

Authors

11

Institutions

Publications per year

2017–2026

1

Parents

Publications

3

ExaCT: automatic extraction of clinical trial characteristics from journal publications

Svetlana Kiritchenko, Berry de Bruijn, Simona Carini et al. · BMC Medical Informatics and Decision Making · 2010 · 194 citations · Full text

, , +16

Artificial intelligence-aided clinical annotation of a large multi-cancer genomic dataset

Kenneth L. Kehl, Wenxin Xu, Alexander Gusev et al. · Nature Communications · 2021 · 54 citations · Full text

, , +17

A case study of binary outcome data extraction across three systematic reviews of hip arthroplasty: errors and differences of selection

Christopher Carroll, Alison Scope, Eva Kaltenthaler · BMC Research Notes · 2013 · 17 citations · Full text

, , +17

How good are large language models for automated data extraction from randomized trials?

Zhuanlan Sun, Ruilin Zhang, Suhail A.R. Doi et al. · medRxiv · 2024 · 14 citations · Full text

, , +13

Empirical evaluation of language modeling to ascertain cancer outcomes from clinical text reports

Haitham Elmarakeby, Pavel Trukhanov, Vidal M. Arroyo et al. · BMC Bioinformatics · 2023 · 12 citations · Full text

, , +15

1–5 of 3

Authors

17

  1. SK
    Svetlana Kiritchenko

    National Research Council Canada, Canada

    1 publications · 194 citations

    1

    h-index

  2. AG
    Alexander Gusev

    Harvard University, United States

    1 publications · 54 citations

    1

    h-index

  3. SC
    Simona Carini

    University of California, San Francisco, United States

    1 publications · 194 citations

    1

    h-index

  4. DS
    Deborah Schrag

    Dana-Farber Cancer Institute, United States

    1 publications · 54 citations

    1

    h-index

  5. EK
    Eva Kaltenthaler

    University of Sheffield, United Kingdom

    1 publications · 17 citations

    1

    h-index

1–5 of 17

Institutions

11

  1. Harvard University

    Cambridge, United States

    1 h-index

    7 publications

    378 citations

  2. Dana-Farber Cancer Institute

    Boston, United States

    1 h-index

    7 publications

    378 citations

  3. Brigham and Women's Hospital

    Boston, United States

    1 h-index

    7 publications

    378 citations

  4. Broad Institute

    Cambridge, United States

    1 h-index

    2 publications

    108 citations

  5. Rochester Institute of Technology

    Rochester, United States

    1 h-index

    2 publications

    108 citations

  6. University of California, San Francisco

    San Francisco, United States

    1 h-index

    2 publications

    388 citations

  7. Memorial Sloan Kettering Cancer Center

    New York, United States

    1 h-index

    1 publications

    54 citations

  8. Dana-Farber/Harvard Cancer Center

    Boston, United States

    1 h-index

    1 publications

    54 citations

1–8 of 11

Venues

  1. BMC Medical Informatics and Decision Making

    1 publications · 194 citations

    1

    h-index

  2. BMC Research Notes

    1 publications · 17 citations

    1

    h-index

  3. Nature Communications

    1 publications · 54 citations

    1

    h-index

  4. arXiv (Cornell University)

    Repository · 1 publications · 11 citations

  5. BMC Bioinformatics

    1 publications · 12 citations

1–5