Elena Idi - Publications

Impact of Inaccurate Meal Announcements on Glycaemia Control with or without an Artificial Pancreas.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Regularized Denoising Method for Retrospective Detection of Pressure Induced Artifacts in Continuous Glucose Monitoring Sensors Data.

Journal: IEEE transactions on bio-medical engineering

Published: March 03, 2025

Autoencoder-Based Detection of Insulin Pump Faults in Type 1 Diabetes Treatment.

Journal: IEEE journal of biomedical and health informatics

Published: March 03, 2025

Automatic identification of unreported meals from continuous glucose monitoring data in individuals after bariatric surgery using a template matching algorithm.

Journal: Scientific reports

Published: November 09, 2024

Unsupervised Retrospective Detection of Pressure Induced Failures in Continuous Glucose Monitoring Sensors for T1D Management.

Journal: IEEE journal of biomedical and health informatics

Published: September 20, 2024

Supervised and Unsupervised Approaches for the Real-Time Detection of Undesired Insulin Suspension Caused by Malfunctions.

Journal: Journal of diabetes science and technology

Published: April 29, 2024

Predicting clinical events characterizing the progression of amyotrophic lateral sclerosis via machine learning approaches using routine visits data: a feasibility study.

Journal: BMC medical informatics and decision making

Published: February 20, 2024

Data-Driven Supervised Compression Artifacts Detection on Continuous Glucose Sensors.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022