Cross-Platform Alignment is a data integration method that harmonizes molecular measurements across distinct experimental platforms by correcting technical variations while preserving biological signals, enabling coherent analysis of multi-omics datasets generated from heterogeneous sources.
6
Publications
794
Citations
50
Authors
31
Institutions
Publications per year
2017–2026
1
Publications
6
Independence and reproducibility across microarray platforms
Jennie Larkin, Bryan Frank, Haralambos Gavras et al. · Nature Methods · 2005 · 424 citations
Pattern fusion analysis by adaptive alignment of multiple heterogeneous omics data
Qianqian Shi, Chuanchao Zhang, Minrui Peng et al. · Bioinformatics · 2017 · 99 citations · Full text
1–5 of 6
Authors
50
- MH
1
h-index
- AT
1
h-index
- XY
1
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- TW
1
h-index
- KG
1
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1–5 of 50
Institutions
31
Johns Hopkins University
Baltimore, United States
2 h-index
4 publications
508 citations
Center for Genomic Science
Milan, Italy
1 h-index
1 publications
424 citations
National Institute on Aging
Baltimore, United States
1 h-index
3 publications
84 citations
Norwegian Cancer Society
Oslo, Norway
1 h-index
1 publications
167 citations
Vrije Universiteit Amsterdam
Amsterdam, The Netherlands
1 h-index
2 publications
32 citations
Institute on Aging
San Francisco, United States
1 h-index
3 publications
84 citations
Boston University
Boston, United States
1 h-index
1 publications
424 citations
DKFZ-ZMBH Alliance
Heidelberg, Germany
1 h-index
6 publications
360 citations
1–8 of 31
Venues
- Nature Methods
2 publications · 591 citations
2
h-index
- Bioinformatics
1 publications · 99 citations
1
h-index
- Laboratory Investigation
1 publications · 60 citations
1
h-index
- Molecular and Cellular Probes
1 publications · 28 citations
1
h-index
- BMC Bioinformatics
1 publications · 16 citations
1
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1–5