Elena Daskalaki - Publications

Optimising Personalised Medical Insights by Introducing a Scalable Health Informatics Application for Sensor Data Extraction, Preprocessing, and Analysis.

Journal: Studies in health technology and informatics

Published: September 25, 2024

Evaluating Effects of Resting-State Electroencephalography Data Pre-Processing on a Machine Learning Task for Parkinson's Disease.

Journal: Studies in health technology and informatics

Published: January 25, 2024

Evaluating methods of oversampling and averaging resting-state electroencephalography data in classifying Parkinson's disease.

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 12, 2023

Jointly Predicting Postprandial Hypoglycemia and Hyperglycemia Using Continuous Glucose Monitoring Data in Type 1 Diabetes.

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 12, 2023

The use of event-related potentials in the investigation of cognitive performance in people with Multiple Sclerosis: Systematic review.

Journal: Brain research

Published: September 29, 2023

High Accuracy Protein Identification: Fusion of Solid-State Nanopore Sensing and Machine Learning.

Journal: Small methods

Published: May 29, 2023

A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning.

Journal: Studies in health technology and informatics

Published: December 18, 2021

The Use of Event-Related Potentials and Machine Learning to Improve Diagnostic Testing and Prediction of Disease Progression in Parkinson's Disease.

Journal: Studies in health technology and informatics

Published: December 18, 2021

The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review.

Journal: BMC medical informatics and decision making

Published: April 15, 2021

The Potential of Current Noninvasive Wearable Technology for the Monitoring of Physiological Signals in the Management of Type 1 Diabetes: Literature Survey.

Journal: Journal of medical Internet research

Published: April 05, 2021

Integrating Multiple Inputs Into an Artificial Pancreas System: Narrative Literature Review.

Journal: JMIR diabetes

Published: March 16, 2021

Human physical condition RF sensing at THz range.

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

Published: March 09, 2017