María Elena Hernando

Orcid: 0000-0001-6182-313X

According to our database1, María Elena Hernando authored at least 30 papers between 2000 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Long short-term memory neural network for glucose prediction.
Neural Comput. Appl., 2021

2020
Method to generate a large cohort <i>in-silico</i> for type 1 diabetes.
Comput. Methods Programs Biomed., 2020

Prediction of Cocaine Inpatient Treatment Success Using Machine Learning on High-Dimensional Heterogeneous Data.
IEEE Access, 2020

2018
Luenberger observer with nonlinear structure applied to diabetes type 1.
Int. J. Comb. Optim. Probl. Informatics, 2018

Linear Time-Varying Luenberger Observer Applied to Diabetes.
IEEE Access, 2018

2017
MobiGuide: a personalized and patient-centric decision-support system and its evaluation in the atrial fibrillation and gestational diabetes domains.
User Model. User Adapt. Interact., 2017

Modelling the effect of insulin on the disposal of meal-attributable glucose in type 1 diabetes.
Medical Biol. Eng. Comput., 2017

Assessment of a personalized and distributed patient guidance system.
Int. J. Medical Informatics, 2017

A web-based clinical decision support system for gestational diabetes: Automatic diet prescription and detection of insulin needs.
Int. J. Medical Informatics, 2017

2016
Automatic classification of glycaemia measurements to enhance data interpretation in an expert system for gestational diabetes.
Expert Syst. Appl., 2016

Customized Monitoring and Interaction Devices in Virtual Environments for Upper Limb Rehabilitation After Brain Injury.
Proceedings of the Unifying the Applications and Foundations of Biomedical and Health Informatics [ICIMTH 2016, 2016

2015
Service for the Pseudonymization of Electronic Healthcare Records Based on ISO/EN 13606 for the Secondary Use of Information.
IEEE J. Biomed. Health Informatics, 2015

Design and Technical Evaluation of an Enhanced Location-Awareness Service Enabler for Spatial Disorientation Management of Elderly With Mild Cognitive Impairment.
IEEE J. Biomed. Health Informatics, 2015

2014
Enhancing Guideline-Based Decision Support with Distributed Computation Through Local Mobile Application.
Proceedings of the Business Process Management Workshops, 2014

2013
How network operators can enhance Ambient Assisted Living applications through Next Generation Networks.
J. Ambient Intell. Smart Environ., 2013

2012
Agent-based model of macrophage action on endocrine pancreas.
Int. J. Data Min. Bioinform., 2012

2011
Statistical Machine Learning for Automatic Assessment of Physical Activity Intensity Using Multi-axial Accelerometry and Heart Rate.
Proceedings of the Artificial Intelligence in Medicine, 2011

2009
Architecture of a wireless Personal Assistant for telemedical diabetes care.
Int. J. Medical Informatics, 2009

IP Multimedia Subsystem Technology for Ambient Assisted Living.
Proceedings of the Ambient Assistive Health and Wellness Management in the Heart of the City, 2009

Modelling and Formal Specification of a Multiagent Telemedicine System for Diabetes Care.
Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System.
Proceedings of the Artificial Intelligence in Medicine, 2009

2008
The INCA System: A Further Step Towards a Telemedical Artificial Pancreas.
IEEE Trans. Inf. Technol. Biomed., 2008

2007
HIS modelling and simulation based cost-benefit analysis of a telemedical system for closed-loop diabetes therapy.
Int. J. Medical Informatics, 2007

2006
A proposed semantic framework for diabetes education content management, customisation and delivery within the M2DM project.
Comput. Methods Programs Biomed., 2006

2005
Analysis and Specification of Telemedical Systems Using Modelling and Simulation: the MOSAIK-M Approach.
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

2002
Telemedicine as a tool for intensive management of diabetes: the DIABTel experience.
Comput. Methods Programs Biomed., 2002

A telemedicine support for diabetes management: the T-IDDM project.
Comput. Methods Programs Biomed., 2002


2001
Educational Tool for Diabetic Patients Based on Causal Probabilistic Networks.
Proceedings of the Artificial Intelligence Medicine, 2001

2000
Evaluation of DIABNET, a decision support system for therapy planning in gestational diabetes.
Comput. Methods Programs Biomed., 2000


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