Concepedia

Data Preprocessing For Omics

Data Preprocessing for Omics is a computational bioinformatics procedure that constitutes the systematic transformation and normalization of raw high-throughput biological data to correct technical artifacts, ensure data quality, and enable integrative analysis across diverse omics layers.

369

Publications

51.1K

Citations

2.4K

Authors

880

Institutions

Publications per year

2017–2026

227

Variants

Omics Data Preprocessing

Parents

Children

Publications

369

The Perseus computational platform for comprehensive analysis of (prote)omics data

Stefka Tyanova, Tikira Temu, Pavel Sinitcyn et al. · Nature Methods · 2016 · 8.9K citations

, , +10

The minimal preprocessing pipelines for the Human Connectome Project

Matthew F. Glasser, Stamatios N. Sotiropoulos, Joshua Wilson et al. · NeuroImage · 2013 · 5.9K citations · Full text

, , +9

HiC-Pro: an optimized and flexible pipeline for Hi-C data processing

Nicolas Servant, Nelle Varoquaux, Bryan R. Lajoie et al. · Genome biology · 2015 · 2.9K citations · Full text

, , +17

Pathway enrichment analysis and visualization of omics data using g:Profiler, GSEA, Cytoscape and EnrichmentMap

Jüri Reimand, Ruth Isserlin, Véronique Voisin et al. · Nature Protocols · 2019 · 2.1K citations · Full text

, , +13

Personal Omics Profiling Reveals Dynamic Molecular and Medical Phenotypes

Rui Chen, George I. Mias, Jennifer Li‐Pook‐Than et al. · Cell · 2012 · 1.3K citations · Full text

, , +13

1–5 of 369

Authors

2.4K

  1. AC
    Ana Conesa

    Centro de Investigacion Principe Felipe, Spain

    5 publications · 418 citations

    5

    h-index

  2. RS
    Richard Smith

    Pacific Northwest National Laboratory, United States

    5 publications · 770 citations

    5

    h-index

  3. MF
    Mark F. Richardson

    Deakin University, Australia

    4 publications · 466 citations

    4

    h-index

  4. JM
    Josh Moore

    University of Dundee, United Kingdom

    4 publications · 973 citations

    4

    h-index

  5. JM
    Jarek Meller

    Cincinnati Children's Hospital Medical Center, United States

    3 publications · 178 citations

    3

    h-index

1–5 of 2.4K

Institutions

880

  1. Harvard University

    Cambridge, United States

    13 h-index

    31 publications

    14.1K citations

  2. Johns Hopkins University

    Baltimore, United States

    13 h-index

    24 publications

    979 citations

  3. Stanford University

    Stanford, United States

    11 h-index

    82 publications

    50.3K citations

  4. European Bioinformatics Institute

    Cambridge, United Kingdom

    11 h-index

    32 publications

    9.5K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    31 publications

    9.9K citations

  6. University of California San Diego

    San Diego, United States

    10 h-index

    26 publications

    3.7K citations

  7. Icahn School of Medicine at Mount Sinai

    New York, United States

    7 h-index

    24 publications

    6.9K citations

  8. The University of Melbourne

    Melbourne, Australia

    7 h-index

    39 publications

    2K citations

1–8 of 880

Venues

  1. Bioinformatics

    36 publications · 3.4K citations

    26

    h-index

  2. BMC Bioinformatics

    19 publications · 1.5K citations

    15

    h-index

  3. Methods in molecular biology

    Book series · 14 publications · 607 citations

    13

    h-index

  4. Nucleic Acids Research

    11 publications · 2K citations

    11

    h-index

  5. Briefings in Bioinformatics

    10 publications · 610 citations

    10

    h-index

1–5