Author

Begona G. C. Lopez

Brigham and Women's Hospital

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:metabolomics· 1 Organism:mouse· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Elizabeth C. Randall· 1 shared Forest M. WhiteiD· 1 shared Jann Nagina SarkariaiD· 1 shared Jeffrey N. AgariD· 1 shared Nathalie Y.R. AgariD· 1 shared Tina KapuriD· 1 shared Walid M. AbdelmoulaiD· 1 shared William M. WellsiD· 1 shared

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2021-2021 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Elizabeth C. Randall

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedSep 20, 2021

msiPL: Non-linear Manifold and Peak Learning of Mass Spectrometry Imaging Data Using Artificial Neural Networks

Walid M. Abdelmoula, Begona G. C. Lopez, Elizabeth C. Randall…·Nathalie Y.R. Agar

The paper introduces msiPL, a deep learning model for analyzing MSI data, enabling efficient non-linear visualization and identification of biologically relevant patterns.

108 citationstop 1%

humanmouse

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