Machine Learning-Augmented Analysis of Nano-electrochemical Sensor Data for Predictive and Quantitative Assays of Complex Biological Samples
Chaitanya Gupta, Kishan Aryasomayajula, Sean R. Fischer, Zheng Jia, Nicki Chin, Hanh H. Nguyen, Z. Tanveer Baig, Jeremy Hui, Roger T. Howe, John M. Baldoni, Emmanuel P. Quévy
This paper uses machine learning to analyze nano-electrochemical sensor data for classification, identification, and quantitation of biological samples without requiring specific probes or labels.
bioRxiv · Nov 27, 2025 · PreprintBioengineering