Giovanni Annuzzi

13 papers C 2Journal 2Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
Multivariate Glucose Prediction with BiLSTM and Explainable AI in an Inter-Subject Framework.
MetroXRAINE
Giovanni Annuzzi, Pasquale Arpaia, Lutgarda Bozzetto, Sabatina Criscuolo, Andrea De Maria, Marisa Pesola
2024 — conf
Advancing Healthcare Through AI: Innovations in Monitoring and Diagnostic Technologies at the Augmented Reality for Health Monitoring Laboratory (ARHeMLab).
Ital-IA
Giovanni Annuzzi, Andrea Apicella, Pasquale Arpaia, Lutgarda Bozzetto, Umberto Bracale, Egidio De Benedetto, Paolo De Blasiis, Antonio Esposito, Francesco Isgrò, Giacomo Lus, Nicola Moccaldi, Roberto Peltrini, Roberto Prevete, Simona Raim
2024 — conf
Explainable AI Assessment of Meal-Related Features Impact in Predicting Basal Insulin for Type I Diabetes.
RTSI
Giovanni Annuzzi, Pasquale Arpaia, Lutgarda Bozzetto, Sabatina Criscuolo, Egidio De Benedetto, Marisa Pesola
2024 J jnl
Exploring Nutritional Influence on Blood Glucose Forecasting for Type 1 Diabetes Using Explainable AI.
IEEE J. Biomed. Health Informatics
Giovanni Annuzzi, Andrea Apicella, Pasquale Arpaia, Lutgarda Bozzetto, Sabatina Criscuolo, Egidio De Benedetto, Marisa Pesola, Roberto Prevete
2023 — conf
Assessing the Features on Blood Glucose Level Prediction in Type 1 Diabetes Patients Through Explainable Artificial Intelligence.
MetroXRAINE
Giovanni Annuzzi, Pasquale Arpaia, Lutgarda Bozzetto, Sabatina Criscuolo, Salvatore Giugliano, Marisa Pesola
2023 J jnl
Impact of Nutritional Factors in Blood Glucose Prediction in Type 1 Diabetes Through Machine Learning.
IEEE Access
Giovanni Annuzzi, Andrea Apicella, Pasquale Arpaia, Lutgarda Bozzetto, Sabatina Criscuolo, Egidio De Benedetto, Marisa Pesola, Roberto Prevete, Ersilia Vallefuoco
2022 — conf
A qualitative approach for the Health Technology Assessment of IT supported Type 2 Diabetes management tools.
ICMHI
Giovanni Improta, Maddalena Illario, Vincenzo De Luca, Giovanni Annuzzi, Guido Iaccarino, Maria Triassi
2022 — conf
Measuring insulin absorption by impedance spectroscopy. A feasibility study.
MeMeA
Giovanni Annuzzi, Pasquale Arpaia, Lutgarda Bozzetto, Giusy Carleo, Ornella Cuomo, Francesca Mancino, Nicola Moccaldi, Pedro M. Ramos, Maurizio Taglialatela
2022 — conf
Neural Network-Based Prediction and Monitoring of Blood Glucose Response to Nutritional Factors in Type-1 Diabetes.
I2MTC
Leopoldo Angrisani, Giovanni Annuzzi, Pasquale Arpaia, Lutgarda Bozzetto, Andrea Cataldo, Alessandra Corrado, Egidio De Benedetto, Vincenzo Di Capua, Roberto Prevete, Ersilia Vallefuoco
2021 C conf
Satisfaction, Self-management and Usability: Assessment of Two Novel IT Solutions for Type 2 Diabetes Patients' Empowerment.
ICT4AWE
Vincenzo De Luca, Lutgarda Bozzetto, Clemente Giglio, Giovanni Tramontano, Carlos Juan Chiatti, Fotis Gonidis, Strahil Birov, Ozan Beyhan, Simon Robinson, Gorka Sánchez-Nanclares, Maria Del Pilar López Acuña, Adriano Fernandes, Maria Triassi, Giovanni Annuzzi, Guido Iaccarino, Maddalena Illario
2020 — conf
A customized bioimpedance meter for monitoring insulin bioavailability.
I2MTC
Giovanni Annuzzi, Pasquale Arpaia, Umberto Cesaro, Ornella Cuomo, Mirco Frosolone, Sabrina Grassini, Nicola Moccaldi, Isabella Sannino
2019 — conf
Developing a Digital Environment for the Management of Chronic Conditions: The ProEmpower Experience of a Horizon 2020 PCP for Type 2 Diabetes.
ICT4AWE (Revised Selected Papers)
Vincenzo De Luca, Strahil Birov, Ozan Beyhan, Simon Robinson, Gorka Sánchez-Nanclares, Maria Del Pilar López Acuña, Adriano Fernandes, Reinhard Hammerschmidt, Giovanni Tramontano, Roberta Patalano, Guglielmo Toscano, Giovanni Annuzzi, Guido Iaccarino, Maria Triassi, Maddalena Illario
2019 C conf
European Specifications for Value-based Pre-Commercial Procurement of Innovative ICT for Empowerment and Self-management of Diabetes Mellitus Patients.
ICT4AWE
Vincenzo De Luca, Strahil Birov, Ozan Beyhan, Simon Robinson, Gorka Sánchez-Nanclares, Maria Del Pilar López Acuña, Adriano Fernandes, Reinhard Hammerschmidt, Giovanni Annuzzi, Guido Iaccarino, Maddalena Illario