Concepedia

Structured Data Mining

Structured Data Mining is a data analysis methodology that systematically extracts, transforms, and identifies patterns from standardized, hierarchically organized electronic health record data to support clinical decision-making and population health surveillance.

126

Publications

6.9K

Citations

415

Authors

219

Institutions

Publications per year

2017–2026

23

Parents

Publications

126

Selected techniques for data mining in medicine

Nada Lavrač · Artificial Intelligence in Medicine · 1999 · 352 citations

, , +12

A data mining approach for diagnosis of coronary artery disease

Roohallah Alizadehsani, Jafar Habibi, Mohammad Javad Hosseini et al. · Computer Methods and Programs in Biomedicine · 2013 · 300 citations · Full text

, , +14

The role of ontologies in biological and biomedical research: a functional perspective

Robert Hoehndorf, Paul N. Schofield, Georgios V. Gkoutos · Briefings in Bioinformatics · 2015 · 279 citations · Full text

, , +15

Multi-relational data mining

Sašo Džeroski · ACM SIGKDD Explorations Newsletter · 2003 · 265 citations

, , +11

Mining sequential patterns with constraints in large databases

Jian Pei, Jiawei Han, Wei Wang · 2002 · 240 citations

, , +7

1–5 of 126

Authors

415

  1. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    4 publications · 534 citations

    4

    h-index

  2. RS
    Radu Stefan Niculescu

    Carnegie Mellon University, United States

    3 publications · 145 citations

    3

    h-index

  3. AM
    Alessio Micheli

    University of Pisa, Italy

    3 publications · 124 citations

    3

    h-index

  4. AS
    Alessandro Sperduti

    University of Padua, Italy

    3 publications · 124 citations

    3

    h-index

  5. NE
    Norberto Ezquerra

    Georgia Institute of Technology, United States

    3 publications · 320 citations

    3

    h-index

1–5 of 415

Institutions

219

  1. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    8 publications

    737 citations

  2. IBM (United States)

    Armonk, United States

    4 h-index

    9 publications

    1K citations

  3. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    10 publications

    386 citations

  4. Fudan University

    Shanghai, China

    3 h-index

    4 publications

    339 citations

  5. Jožef Stefan Institute

    Ljubljana, Slovenia

    3 h-index

    3 publications

    393 citations

  6. Emory University Hospital

    Atlanta, United States

    3 h-index

    6 publications

    635 citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    4 publications

    371 citations

  8. University of Lisbon

    Lisbon, Portugal

    3 h-index

    4 publications

    88 citations

1–8 of 219

Venues

  1. ACM SIGKDD Explorations Newsletter

    5 publications · 283 citations

    5

    h-index

  2. Artificial Intelligence in Medicine

    AIM · 5 publications · 601 citations

    5

    h-index

  3. PubMed

    Repository · 4 publications · 76 citations

    4

    h-index

  4. Machine Learning

    3 publications · 385 citations

    3

    h-index

  5. Expert Systems with Applications

    3 publications · 118 citations

    3

    h-index

1–5