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A novel, adaptive decision support system for diabetes self-management using artificial intelligence and mathematical modelling [Pòster]

Pòster de congrés presentat a: ICT 2018: Imagine Digital - Connect Europe (4-6 Desembre: Viena, Austria)

PEPPER (Patient Empowerment through Predictive PERsonalised decision support) is a research and innovation project to develop a personalised clinical decision support system for Type 1 diabetes self-management. The tool provides insulin bolus dose advice and carbohydrate recommendations, tailored to the needs of individuals. The former is determined by Case-Based Reasoning (CBR, Fig. 1), an artificial intelligence technique that adapts to new situations according to past experience. The latter uses a model-based approach (Fig. 2) that also promotes safety by providing glucose alarms, low-glucose insulin suspension and fault detection

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement 689810

PEPPER (Patient Empowerment through Predictive PERsonalised decision support)

Autor: PEPPER (Patient Empowerment through Predictive PERsonalised decision support)
Oxford Brookes University
Imperial college London
Universitat de Girona
Institut d’Investigació Biomèdica de Girona (IdIBGi)
Data: 21 març 2019
Resum: Pòster de congrés presentat a: ICT 2018: Imagine Digital - Connect Europe (4-6 Desembre: Viena, Austria)
PEPPER (Patient Empowerment through Predictive PERsonalised decision support) is a research and innovation project to develop a personalised clinical decision support system for Type 1 diabetes self-management. The tool provides insulin bolus dose advice and carbohydrate recommendations, tailored to the needs of individuals. The former is determined by Case-Based Reasoning (CBR, Fig. 1), an artificial intelligence technique that adapts to new situations according to past experience. The latter uses a model-based approach (Fig. 2) that also promotes safety by providing glucose alarms, low-glucose insulin suspension and fault detection
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement 689810
Format: application/pdf
Accés al document: http://hdl.handle.net/10256/17709
Llenguatge: eng
Editor: PEPPER (Patient Empowerment through Predictive PERsonalised decision support)
Col·lecció: info:eu-repo/semantics/altIdentifier/doi/10.5281/zenodo.2600776
info:eu-repo/grantAgreement/EC/H2020/689810
Drets: Reconeixement 4.0 Internacional
URI Drets: http://creativecommons.org/licenses/by/4.0
Matèria: Raonament basat en casos -- Congressos
Case-based reasoning -- Congresses
Diabetis -- Congressos
Diabetes -- Congresses
Intel·ligència artificial -- Aplicacions a la medicina -- Congressos
Artificial intelligence -- Medical applications -- Congresses
Sistemes d’ajuda a la decisió -- Congressos
Decision support systems -- Congresses
Títol: A novel, adaptive decision support system for diabetes self-management using artificial intelligence and mathematical modelling [Pòster]
Tipus: info:eu-repo/semantics/conferenceObject
Repositori: DUGiDocs

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