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Giulia Noaro
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 6
Top Topics
Learning Models
Set Covering
Diabetes Mellitus
Decision Support
Top Venues
EMBC
IEEE J. Biomed. Health Informatics
Comput. Methods Programs Biomed.
IEEE Trans. Biomed. Eng.
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Publications
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Jacopo Pavan
,
Giulia Noaro
,
Andrea Facchinetti
,
Domenico Salvagnin
,
Giovanni Sparacino
,
Simone Del Favero
A strategy based on integer programming for optimal dosing and timing of preventive hypoglycemic treatments in type 1 diabetes management.
Comput. Methods Programs Biomed.
250 (2024)
Giulia Noaro
,
Taiyu Zhu
,
Giacomo Cappon
,
Andrea Facchinetti
,
Pantelis Georgiou
A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q- Learning to Improve Type 1 Diabetes Management.
IEEE J. Biomed. Health Informatics
27 (5) (2023)
Giulia Noaro
,
Giacomo Cappon
,
Martina Vettoretti
,
Giovanni Sparacino
,
Simone Del Favero
,
Andrea Facchinetti
Machine-Learning Based Model to Improve Insulin Bolus Calculation in Type 1 Diabetes Therapy.
IEEE Trans. Biomed. Eng.
68 (1) (2021)
Giacomo Cappon
,
Giulia Noaro
,
Nunzio Camerlingo
,
Luca Cossu
,
Giovanni Sparacino
,
Andrea Facchinetti
A New Decision Support System for Type 1 Diabetes Management.
EMBC
(2021)
Giulia Noaro
,
Giacomo Cappon
,
Giovanni Sparacino
,
Andrea Facchinetti
An Ensemble Learning Algorithm Based on Dynamic Voting for Targeting the Optimal Insulin Dosage in Type 1 Diabetes Management.
EMBC
(2021)
Giulia Noaro
,
Giacomo Cappon
,
Giovanni Sparacino
,
Simone Del Favero
,
Andrea Facchinetti
Nonlinear Machine Learning Models for Insulin Bolus Estimation in Type 1 Diabetes Therapy.
EMBC
(2020)