Author

Luis G. Sánchez Giraldo

University of KentuckyORCID 0000-0001-8984-9841Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

Frequent Co-Authors

David MurrugarraiD· 1 shared Duc Duy NguyeniD· 1 shared Elif KartaliD· 1 shared Logan Rose· 1 shared Matthew WheeleriD· 1 shared Odelia SchwartziD· 1 shared Xu PaniD· 1 shared

Activity by Year

2021-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 9 mutual co-author links

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1 shared paperBioinformatics

David MurrugarraORCID

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2 papers

Recent·Most cited

BioinformaticsJournal of Chemical Information and ModelingPeer-reviewedSep 17, 2025

When does additional information improve accuracy of RNA secondary structure prediction?

Logan Rose, Luis G. Sánchez Giraldo, Duc Duy Nguyen…·David Murrugarra

This study investigates how auxiliary information improves RNA secondary structure prediction accuracy by analyzing suboptimal structures and using topological data analysis features.

DOI 10.1021/acs.jcim.5c01231

statistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintMay 20, 2021

Brain-inspired Weighted Normalization for CNN Image Classification

Xu Pan, Luis G. Sánchez Giraldo, Elif Kartal, Odelia Schwartz

The paper introduces a brain-inspired weighted normalization method for CNNs, showing improved performance on image classification tasks across multiple datasets.

7 citations

imagingstatistical model

𝕏 PostBluesky