Author

Victoria Maria Noakes

Imperial College London

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 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1

Frequent Co-Authors

Julia GorelikiD· 2 shared Aleksandar P. IvanoviD· 1 shared Benedict Reilly-O’DonnelliD· 1 shared Carla LucarelliiD· 1 shared Caroline KochiD· 1 shared Catherine A. MansfieldiD· 1 shared Chi Him Kendrick YiuiD· 1 shared Costanza EmanueliiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersMolecular Biology

Julia GorelikORCID

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2 papers

Recent·Most cited

Molecular BiologyCirculation ResearchPeer-reviewedMar 17, 2026

Interleukin 11-induced microRNAs as functional mediators and circulating biomarkers of cardiac fibrosis

Roman Tikhomirov, Veronika Boichenko, Benedict Reilly-O’Donnell…·Julia Gorelik

This study identifies miRNA-27b-5p and miRNA-497-5p as downstream effectors of IL-11-induced cardiac fibrosis and potential circulating biomarkers in aortic stenosis.

5 citationstop 1%

rathuman

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BiophysicsSmall MethodsPeer-reviewedJan 19, 2026

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

Caroline Koch, Seshagiri Sakthimani, Victoria Maria Noakes…·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.

3 citations

deep learningstatistical model

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