Author

Richard Gutierrez

Oxford Nanopore Technologies (United Kingdom)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Aleksandar P. IvanoviD· 1 shared Caroline KochiD· 1 shared David Newman· 1 shared Joshua B. EdeliD· 1 shared Julia GorelikiD· 1 shared Mark Bruce· 1 shared Miruna T. CretuiD· 1 shared Nadia GuerraiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBiophysics

Aleksandar P. IvanovORCID

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1 paper

Recent·Most cited

Machine Learning-Driven Nanopore Sensing for Quantitative, Label-Free miRNA Detection

Caroline Koch, Seshagiri Sakthimani, Victoria Maria Noakes, Miruna T. Cretu, David Newman, Richard Gutierrez, Mark Bruce, Julia Gorelik, Nadia Guerra, Joshua B. Edel, Aleksandar P. Ivanov

This paper develops a nanopore-based assay with machine learning for label-free miRNA detection, showing that a CNN outperforms traditional methods in sensitivity and classification.

Small Methods · Jan 19, 2026Peer-reviewedBiophysics