Agnese Piersanti
Orcid: 0000-0002-1921-838X
According to our database1,
Agnese Piersanti authored at least 11 papers
between 2020 and 2025.
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Bibliography
2025
Assessing hypoglycemia risk during hemodialysis using an explainable machine learning approach based on continuous glucose monitoring metrics.
Biomed. Signal Process. Control., 2025
Synthetic Data Generation for Addressing Class Imbalance in Medical Datasets: A Case Study on Mitral Regurgitation Post-NeoChord Procedure.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2025
Towards Prediabetes Detection from Generative AI-Augmented Continuous Glucose Monitoring of Postprandial Glycemic Response using Bi-LSTM.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2025
Hypoglycemia Prediction from Pre-Exercise Continuous Glucose Monitoring Time Series: Deep-Learning Versus Feature-Based Machine-Learning Approaches.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2025
Single Hidden Layer Perceptron GAN for Mixed Meal Continuous Glucose Monitoring Data.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2025
Evaluation of ChatGPT and Gemini Large Language Models for Generating Pharmacokinetic Models with SimBiology.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2025
2024
Quantification of the Individual Effect of an Exercise Bout on Insulin Sensitivity: In-Silico Modeling and Linear Regression Combined to Reduce Sampling Protocol Requirements.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024
2023
A Machine-Learning Framework based on Continuous Glucose Monitoring to Prevent the Occurrence of Exercise-Induced Hypoglycemia in Children with Type 1 Diabetes.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2021
Comparison of Software Packages for the Analysis of Continuous Glucose Monitoring Data.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021
Model-Based Assessment of Hepatic and Extrahepatic Insulin Clearance from Short Insulin-Modified IVGTT in Women with a History of Gestational Diabetes.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Physical Stimuli and Emotions: EDA Features Analysis from a Wrist-Worn Measurement Sensor.
Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020