Author

R. P. Berto

University of CalgaryORCID 0009-0001-3712-5224Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Abdul QayyumiD· 1 shared Ashley D. HarrisiD· 1 shared Cristóbal RoderoiD· 1 shared D. M. J. Van de SandeiD· 1 shared Gabriel Dias· 1 shared Gerhard S. DrentheniD· 1 shared Hanna BugleriD· 1 shared Jacobus F.A. JanseniD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Abdul QayyumORCID

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1 paper

Recent·Most cited

BioengineeringMagnetic Resonance Materials in Physics Biology and MedicinePeer-reviewedApr 13, 2024

Advancing GABA-edited MRS Research through a Reconstruction Challenge

R. P. Berto, Hanna Bugler, Gabriel Dias…·Ashley D. Harris

This paper presents a benchmark challenge to compare machine learning models for GABA-edited MRS reconstruction using reduced transients, finding that deep learning models achieve comparable metrics to conventional methods.

8 citations

deep learningtransformer / foundation model

𝕏 PostBluesky