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