Concepedia

Federated Genomic Analysis

Federated Genomic Analysis is a computational framework that enables collaborative genomic data analysis across distributed institutions without centralizing raw genetic data, preserving privacy by sharing only aggregated model parameters or intermediate results.

12

Publications

565

Citations

85

Authors

51

Institutions

Publications per year

2017–2026

5

Parents

Publications

12

Australian Genomics: A Federated Model for Integrating Genomics into Healthcare

Zornitza Stark, Tiffany Boughtwood, Peta Phillips et al. · The American Journal of Human Genetics · 2019 · 130 citations · Full text

, , +14

ADAM: Genomics Formats and Processing Patterns for Cloud Scale Computing

Matt D. Massie, Frank Austin Nothaft, Christopher Hartl et al. · UC Berkeley · 2013 · 97 citations

, , +16

Privacy-preserving GWAS analysis on federated genomic datasets

Scott D Constable, Yuzhe Tang, Shuang Wang et al. · BMC Medical Informatics and Decision Making · 2015 · 62 citations · Full text

, , +17

SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution

Md Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2018 · 51 citations

, , +17

The federated database – a basis for biobank-based post-genome studies, integrating phenome and genome data from 600 000 twin pairs in Europe

Juha Muilu, Leena Peltonen, Jan‐Eric Litton · European Journal of Human Genetics · 2007 · 49 citations · Full text

, , +17

1–5 of 12

Authors

85

  1. XJ
    Xiaoqian Jiang

    University of California San Diego, United States

    2 publications · 113 citations

    2

    h-index

  2. SW
    Shuang Wang

    University of California San Diego, United States

    2 publications · 113 citations

    2

    h-index

  3. JB
    Jeffrey Braithwaite

    Macquarie University, Australia

    1 publications · 130 citations

    1

    h-index

  4. SD
    Scott D Constable

    University of California San Diego, United States

    1 publications · 62 citations

    1

    h-index

  5. SH
    Sevan Hakgor

    Princess Margaret Cancer Centre, Canada

    1 publications · 27 citations

    1

    h-index

1–5 of 85

Institutions

51

  1. University of California San Diego

    San Diego, United States

    3 h-index

    6 publications

    304 citations

  2. The University of Melbourne

    Melbourne, Australia

    2 h-index

    7 publications

    700 citations

  3. Vector Institute

    Toronto, Canada

    1 h-index

    1 publications

    27 citations

  4. Australian e-Health Research Centre

    Brisbane, Australia

    1 h-index

    1 publications

    130 citations

  5. CSIRO Health and Biosecurity

    Clayton South, Australia

    1 h-index

    1 publications

    130 citations

  6. Hospital for Sick Children

    Toronto, Canada

    1 h-index

    3 publications

    81 citations

  7. Canada's Michael Smith Genome Sciences Centre

    Vancouver, Canada

    1 h-index

    7 publications

    189 citations

  8. iMinds

    Ghent, Belgium

    1 h-index

    1 publications

    23 citations

1–8 of 51

Venues

  1. The American Journal of Human Genetics

    AJHG · 1 publications · 130 citations

    1

    h-index

  2. Cell Genomics

    1 publications · 27 citations

    1

    h-index

  3. Genome Medicine

    1 publications · 23 citations

    1

    h-index

  4. Human Mutation

    1 publications · 25 citations

    1

    h-index

  5. 1

    h-index

1–5