Beyza Cinar

According to our database, Beyza Cinar authored at least 14 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Impact of Age Specialized Models for Hypoglycemia Classification.

Beyza Cinar, Maria Maleshkova

CoRR, April, 2026

A Review on Machine Learning Approaches for the Prediction of Glucose Levels and Hypogylcemia.

Beyza Cinar, Louisa van den Boom, Maria Maleshkova

CoRR, January, 2026

A Proposed Paradigm for Imputing Missing Multi-Sensor Data in the Healthcare Domain.

Vaibhav Gupta, Florian Grensing, Beyza Cinar, Maria Maleshkova

CoRR, January, 2026

2025

Benchmarking Hypoglycemia Classification Using Quality-Enhanced DiaData.

Beyza Cinar, Maria Maleshkova

IEEE J. Biomed. Health Informatics, December, 2025

Benchmarking ResNet for Short-Term Hypoglycemia Classification with DiaData.

Beyza Cinar, Maria Maleshkova

CoRR, November, 2025

Stress Detection from Multimodal Wearable Sensor Data.

Paul Schreiber, Beyza Cinar, Lennart Mackert, Maria Maleshkova

CoRR, August, 2025

Presenting DiaData for Research on Type 1 Diabetes.

Beyza Cinar, Maria Maleshkova

CoRR, August, 2025

Deep Learning-Based Hypoglycemia Classification Across Multiple Prediction Horizons.

Beyza Cinar, Jennifer I. Daniel Onwuchekwa, Maria Maleshkova

CoRR, April, 2025

Imputing missing multi-sensor data in the healthcare domain: A systematic review.

Vaibhav Gupta, Florian Grensing, Beyza Cinar, Maria Maleshkova

Image Vis. Comput., 2025

VitaStress: A Multimodal Dataset for Stress Detection.

Paul Schreiber, Simon Burbach, Beyza Cinar, Lennart Mackert, Maria Maleshkova

Proceedings of the 27th International Conference on Multimodal Interaction, 2025

VitaStress - Multimodal Vital Signs for Stress Detection.

Paul Schreiber, Beyza Cinar, Lennart Mackert, Maria Maleshkova

Proceedings of the HCI International 2025 Posters, 2025

Exploring Demographic Importance for Hypoglycemia Classification Leveraging Diadata.

Beyza Cinar, Maria Maleshkova

Proceedings of the 25th IEEE International Conference on Bioinformatics and Bioengineering, 2025

2024

Time to Hypoglycemia Prediction for Personalized Diabetes Care and Management.

Jennifer I. Daniel Onwuchekwa, Beyza Cinar, Louisa van den Boom, Maria Maleshkova

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Transfer Learning in Hypoglycemia Classification.

Beyza Cinar, Florian Grensing, Louisa van den Boom, Maria Maleshkova

Proceedings of the Artificial Intelligence in Healthcare - First International Conference, 2024