177 citations
- Universität HamburgDE27 papers
- University of SouthamptonGB17 papers
- Deutsches Elektronen-Synchrotron DESYDE13 papers
- Leibniz University HannoverDE13 papers
- Technische Universität BraunschweigDE13 papers
- Max Planck Institute for Gravitational PhysicsDE12 papers
- University of MinhoPT12 papers
- University of Naples Federico IIIT12 papers
- University of SassariIT12 papers
- Aix-Marseille UniversitéFR11 papers
- Cardiff UniversityGB11 papers
- Cornell UniversityUS11 papers
Showing 2026 · cs.LGShow all
3 papers · 2 filters
cs.LG2026
Impact of Age Specialized Models for Hypoglycemia Classification
Beyza Cinar, Maria Maleshkova
Disease progression varies with age and is influenced by underlying genetic, biochemical, and hormonal etiologies, suggesting the need for tailored monitoring, care, and medication…
cs.LG2026★ 6 cited
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…
cs.LG2026★ 3 cited
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…