Malpica-Morales, Antonio https://orcid.org/0000-0003-1583-481X
Kalliadasis, Serafim https://orcid.org/0000-0001-9858-3504
Malliaras, George G https://orcid.org/0000-0002-4582-8501
Güemes, Amparo https://orcid.org/0000-0002-4206-6812
Funding for this research was provided by:
L’Oreal-UNESCO UK and Ireland (For Women in Science Rising Talent)
Imperial College London (President’s PhD Scholarship)
UK Research and Innovation
Royal Academy of Engineering (Research Fellowship)
Rosetrees Trust (Research Fellowship)
Royal Commission for the Exhibition of 1851 (Research Fellowship)
ERC-EPSRC Frontier Research Guarantee (EP/X038645)
Article Title: Data-driven prediction of blood glucose dynamics from vagus nerve recordings using neural controlled differential equations
Journal Title: Machine Learning: Science and Technology
Article Type: paper
Copyright Information: © 2025 The Author(s). Published by IOP Publishing Ltd
Publication dates
Date Received: 2025-03-21
Date Accepted: 2025-09-01
Online publication date: 2025-09-23