Author

Rogers F Silva

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Bioengineering· 1

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Research Focus:batch correction / integration· 1 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:statistical model· 1

Frequent Co-Authors

Jingyu Liu· 1 shared Kuaikuai DuaniD· 1 shared Vince D. Calhoun· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioengineering

Jingyu Liu

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1 paper

Recent·Most cited

aNy-way Independent Component Analysis

Kuaikuai Duan, Rogers F Silva, Vince D. Calhoun, Jingyu Liu

This paper introduces aNy-way ICA, a new method for multimodal data fusion that maximizes source independence and modality correlations without orthogonality constraints, outperforming existing methods in source recovery accuracy.

bioRxiv · Feb 3, 2020 · PreprintBioengineering