Batch Alignment is a computational method within batch effect correction that integrates multiple biological datasets by aligning their feature distributions to minimize technical variation while preserving biological heterogeneity.
21
Publications
1.9K
Citations
75
Authors
36
Institutions
Publications per year
2017–2026
10
Parents
Publications
21
BBKNN: fast batch alignment of single cell transcriptomes
Krzysztof Polański, Matthew D. Young, Zhichao Miao et al. · Bioinformatics · 2019 · 1K citations · Full text
Online robust image alignment via iterative convex optimization
Yi Wu, Bin Shen, Haibin Ling · 2012 · 131 citations
Batch alignment of single-cell transcriptomics data using deep metric learning
Xiaokang Yu, Xinyi Xu, Jingxiao Zhang et al. · Nature Communications · 2023 · 82 citations · Full text
1–5 of 21
Authors
75
- CH
3
h-index
- TD
3
h-index
- JP
2
h-index
- GP
2
h-index
- DS
2
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1–5 of 75
Institutions
36
University of Toronto
Toronto, Canada
3 h-index
6 publications
126 citations
The University of Sydney
Sydney, Australia
2 h-index
16 publications
1.8K citations
Centenary Institute
Sydney, Australia
2 h-index
8 publications
880 citations
Wellcome Sanger Institute
Cambridge, United Kingdom
2 h-index
10 publications
6.1K citations
University of Cambridge
Cambridge, United Kingdom
1 h-index
1 publications
1K citations
University of Wisconsin–Milwaukee
Milwaukee, United States
1 h-index
3 publications
123 citations
IBM (United States)
Armonk, United States
1 h-index
4 publications
44 citations
Renmin University of China
Beijing, China
1 h-index
2 publications
164 citations
1–8 of 36
Venues
- bioRxiv (Cold Spring Harbor Laboratory)
Repository · 4 publications · 98 citations
4
h-index
- Bioinformatics
3 publications · 1.1K citations
3
h-index
- Journal of Field Robotics
JFR · 1 publications · 35 citations
1
h-index
- Journal of Process Control
1 publications · 19 citations
1
h-index
- Nature Communications
1 publications · 82 citations
1
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1–5