PAVAN, JACOPO

PAVAN, JACOPO  

Dipartimento di Ingegneria dell'Informazione - DEI  

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Titolo Data di pubblicazione Autori Rivista Serie Titolo libro
A personalized and interpretable deep learning based approach to predict blood glucose concentration in type 1 diabetes 2020 Cappon G.Meneghetti L.Prendin F.Pavan J.Sparacino G.Del Favero S.Facchinetti A. - CEUR WORKSHOP PROCEEDINGS CEUR Workshop Proceedings
A PID Control Algorithm for a Post-Prandial Hypoglycemic Clamp Study 2021 Pavan J.Dalla Man C.Del Favero S. + - ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY Proceedings Annu Int Conf IEEE Eng Med Biol Soc. 2021
A strategy based on integer programming for optimal dosing and timing of preventive hypoglycemic treatments in type 1 diabetes management 2024 Pavan, J.Facchinetti, A.Salvagnin, D.Sparacino, G.Del Favero, S. + COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - -
Clinical evaluation of a decision support system for glucose infusion in hypoglycaemic clamp experiments 2023 Pavan J.Dalla Man C.Del Favero S. + DIABETES, OBESITY AND METABOLISM - -
Closed-loop control strategies for improved human-device interaction in medical devices 2023 PAVAN, JACOPO - - -
Counter-regulatory responses to postprandial hypoglycaemia in patients with post-bariatric hypoglycaemia vs surgical and non-surgical control individuals 2023 Pavan, JacopoSchiavon, MicheleDel Favero, SimoneDalla Man, Chiara + DIABETOLOGIA - -
Gluclas: A software for computer-aided modulation of glucose infusion in glucose clamp experiments 2022 jacopo pavanchiara dalla mansimone del favero + COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - -
Incorporating Sparse and Quantized Carbohydrates Suggestions in Model Predictive Control for Artificial Pancreas in Type 1 Diabete 2023 Jacopo PavanDomenico SalvagninAndrea FacchinettiGiovanni SparacinoSimone Del Favero IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY - -
Multi-Input Multi-Output Model Predictive Control for Drugs Delivery in Clinical Anesthesia 2023 Eleonora ManzoniJacopo PavanMirco RampazzoSimone Del Favero - - EIGHTH NATIONAL CONGRESS OF BIOENGINEERING Proceedings
Personalized machine learning algorithm based on shallow network and error imputation module for an improved blood glucose prediction 2020 Pavan J.Prendin F.Meneghetti L.Cappon G.Sparacino G.Facchinetti A.Del Favero S. - CEUR WORKSHOP PROCEEDINGS CEUR Workshop Proceedings
The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP 2023 Prendin F.Pavan J.Cappon G.Del Favero S.Sparacino G.Facchinetti A. SCIENTIFIC REPORTS - -