Author

Hannah Horng

University of PennsylvaniaORCID 0000-0002-8632-9426Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

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Research Focus:batch correction / integration· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

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Alfredo LucasiD· 1 shared Andrew A. CheniD· 1 shared Fengling HuiD· 1 shared Haochang ShouiD· 1 shared Kathryn A. DavisiD· 1 shared Kyle ColemaniD· 1 shared Mingyao LiiD· 1 shared Nicholas James TustisoniD· 1 shared

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1 shared paperNeuroscience

Alfredo LucasORCID

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1 paper

Recent·Most cited

NeuroscienceHuman Brain MappingPeer-reviewedJul 26, 2024

DeepComBat: A Statistically Motivated, Hyperparameter-Robust, Deep Learning Approach to Harmonization of Neuroimaging Data

Fengling Hu, Alfredo Lucas, Andrew A. Chen…·The Alzheimer's Disease Neuroimaging Initiative

DeepCombat removes batch effects from neuroimaging data using a deep learning approach, outperforming existing methods in preserving biological variation.

25 citationstop 3%