Agnese Piersanti

11 papers B 1Journal 1Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Assessing hypoglycemia risk during hemodialysis using an explainable machine learning approach based on continuous glucose monitoring metrics.
Biomed. Signal Process. Control.
Agnese Piersanti, Micaela Morettini, Stefania Cristino, Libera Lucia Del Giudice, Laura Burattini, Giovanni Mosconi, Christian Göbl, Emanuele Mambelli, Andrea Tura
2025 — conf
Evaluation of ChatGPT and Gemini Large Language Models for Generating Pharmacokinetic Models with SimBiology.
MetroXRAINE
Libera Lucia Del Giudice, Agnese Piersanti, Alessandro Morelli, Christian Göbl, Laura Burattini, Andrea Tura, Micaela Morettini
2025 — conf
Hypoglycemia Prediction from Pre-Exercise Continuous Glucose Monitoring Time Series: Deep-Learning Versus Feature-Based Machine-Learning Approaches.
MetroXRAINE
Agnese Piersanti, Libera Lucia Del Giudice, Greta Beltramba, Christian Göbl, Laura Burattini, Andrea Tura, Micaela Morettini
2025 — conf
Single Hidden Layer Perceptron GAN for Mixed Meal Continuous Glucose Monitoring Data.
MetroXRAINE
Libera Lucia Del Giudice, Agnese Piersanti, Morgan Salotti, Christian Göbl, Laura Burattini, Andrea Tura, Micaela Morettini
2025 — conf
Synthetic Data Generation for Addressing Class Imbalance in Medical Datasets: A Case Study on Mitral Regurgitation Post-NeoChord Procedure.
MetroXRAINE
Federica Serra, Agnese Piersanti, Florinda Mastro, Antonella Cecchetto, Andrea Tura, Gino Gerosa
2025 — conf
Towards Prediabetes Detection from Generative AI-Augmented Continuous Glucose Monitoring of Postprandial Glycemic Response using Bi-LSTM.
MetroXRAINE
Agnese Piersanti, Libera Lucia Del Giudice, Francesco Marraudino, Christian Göbl, Laura Burattini, Andrea Tura, Micaela Morettini
2024 — conf
Quantification of the Individual Effect of an Exercise Bout on Insulin Sensitivity: In-Silico Modeling and Linear Regression Combined to Reduce Sampling Protocol Requirements.
MeMeA
Libera Lucia Del Giudice, Agnese Piersanti, Laura Burattini, Andrea Tura, Micaela Morettini
2023 B conf
A Machine-Learning Framework based on Continuous Glucose Monitoring to Prevent the Occurrence of Exercise-Induced Hypoglycemia in Children with Type 1 Diabetes.
CBMS
Agnese Piersanti, Benedetta Salvatori, Christian Göbl, Laura Burattini, Andrea Tura, Micaela Morettini
2021 — conf
Comparison of Software Packages for the Analysis of Continuous Glucose Monitoring Data.
MeMeA
Agnese Piersanti, Francesco Giurato, Laura Burattini, Andrea Tura, Micaela Morettini
2021 — conf
Model-Based Assessment of Hepatic and Extrahepatic Insulin Clearance from Short Insulin-Modified IVGTT in Women with a History of Gestational Diabetes.
EMBC
Agnese Piersanti, Noor Hasliza Binti Abdul Rahman, Christian Göbl, Laura Burattini, Alexandra Kautzky-Willer, Giovanni Pacini, Andrea Tura, Micaela Morettini
2020 — conf
Physical Stimuli and Emotions: EDA Features Analysis from a Wrist-Worn Measurement Sensor.
CAMAD
Stefania Cecchi, Agnese Piersanti, Angelica Poli, Susanna Spinsante