Ítem


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: 15 febrer 2020
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
Accés al document: http://hdl.handle.net/2072/372521
Llenguatge: eng
Editor: PEPPER (Patient Empowerment through Predictive PERsonalised decision support)
Drets: Reconeixement 4.0 Internacional
URI Drets: http://creativecommons.org/licenses/by/4.0
Matèria: Raonament basat en casos
Case-based reasoning
Diabetis
Diabetes
Intel·ligència artificial -- Aplicacions a la medicina
Artificial intelligence -- Medical applications
Sistemes d’ajuda a la decisió
Decision support systems
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: Recercat

Matèries

Autors