6 citations · 9 across the 4 of their papers we have counts for
4 papers
A Review on Machine Learning Approaches for the Prediction of Glucose Levels and Hypogylcemia
Beyza Cinar, Louisa van den Boom, Maria Maleshkova
Type 1 Diabetes (T1D) is an autoimmune disease leading to insulin insufficiency. Thus, patients require lifelong insulin therapy, which has a side effect of hypoglycemia. Hypoglyce…
A Proposed Paradigm for Imputing Missing Multi-Sensor Data in the Healthcare Domain
Vaibhav Gupta, Florian Grensing, Beyza Cinar +1
Chronic diseases such as diabetes pose significant management challenges, particularly due to the risk of complications like hypoglycemia, which require timely detection and interv…
Stress Detection from Multimodal Wearable Sensor Data
Paul Schreiber, Beyza Cinar, Lennart Mackert +1
Human-Computer Interaction (HCI) is a multi-modal, interdisciplinary field focused on designing, studying, and improving the interactions between people and computer systems. This…
Deep Learning-Based Hypoglycemia Classification Across Multiple Prediction Horizons
Beyza Cinar, Jennifer Daniel Onwuchekwa, Maria Maleshkova
Type 1 diabetes (T1D) management can be significantly enhanced through the use of predictive machine learning (ML) algorithms, which can mitigate the risk of adverse events like hy…