M. Elena Hernando

31 papers B 5C 1Misc 1Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
Implementation of a Federated Learning Platform for Glucose Prediction in Type 1 Diabetes.
CBMS
Clara Fuertes, Carlos Gallardo, David Subías, M. Elena Hernando, Mercedes Rigla, Gema García-Sáez
2021 J jnl
Long short-term memory neural network for glucose prediction.
Neural Comput. Appl.
Jaime Carrillo-Moreno, Carmen Pérez-Gandía, Rafael Sendra-Arranz, Gema García-Sáez, M. Elena Hernando, Álvaro Gutiérrez
2020 J jnl
Method to generate a large cohort
Comput. Methods Programs Biomed.
Onofre Orozco-López, Agustín Rodríguez-Herrero, Carlos E. Castañeda, Gema García-Sáez, M. Elena Hernando
2020 J jnl
Prediction of Cocaine Inpatient Treatment Success Using Machine Learning on High-Dimensional Heterogeneous Data.
IEEE Access
Jose Tapia-Galisteo, Jose M. Iniesta, Carmen Pérez-Gandía, Gema García-Sáez, Diego Urgelés Puértolas, Francisco J. Izquierdo, M. Elena Hernando
2018 J jnl
Linear Time-Varying Luenberger Observer Applied to Diabetes.
IEEE Access
Onofre Orozco, Carlos Eduardo Castañeda Hernández, Agustín Rodríguez-Herrero, Gema García-Sáez, M. Elena Hernando
2017 J jnl
A web-based clinical decision support system for gestational diabetes: Automatic diet prescription and detection of insulin needs.
Int. J. Medical Informatics
Estefanía Caballero-Ruiz, Gema García-Sáez, Mercedes Rigla, María Villaplana, Belén Pons, M. Elena Hernando
2017 J jnl
Assessment of a personalized and distributed patient guidance system.
Int. J. Medical Informatics
Mor Peleg, Yuval Shahar, Silvana Quaglini, Tom H. F. Broens, Roxana Ioana Budasu, Nick Lik San Fung, Adi Fux, Gema García-Sáez, Ayelet Goldstein, Arturo González-Ferrer, Hermie Hermens, M. Elena Hernando, Val Jones, Guy Klebanov, Denis Klimov, Daniel Knoppel, Nekane Larburu, Carlos Marcos Lagunar, Iñaki Martínez-Sarriegui, Carlo Napolitano, Angels Pallàs, Angel Palomares, Enea Parimbelli, Belén Pons, Mercedes Rigla, Lucia Sacchi, Erez Shalom, Pnina Soffer, Boris W. van Schooten
2017 J jnl
Inhibition of Human Enhancer of Zeste Homolog 2 with Tambjamine Analogs.
J. Chem. Inf. Model.
Martin Kotev, Pilar Manuel-Manresa, M. Elena Hernando, Vanessa Soto-Cerrato, Modesto Orozco, Roberto Quesada, Ricardo Pérez-Tomás, Victor Guallar
2017 J jnl
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.
Mor Peleg, Yuval Shahar, Silvana Quaglini, Adi Fux, Gema García-Sáez, Ayelet Goldstein, M. Elena Hernando, Denis Klimov, Iñaki Martínez-Sarriegui, Carlo Napolitano, Enea Parimbelli, Mercedes Rigla, Lucia Sacchi, Erez Shalom, Pnina Soffer
2017 J jnl
Modelling the effect of insulin on the disposal of meal-attributable glucose in type 1 diabetes.
Medical Biol. Eng. Comput.
Fernando García-García, Roman Hovorka, Malgorzata E. Wilinska, Daniela Elleri, M. Elena Hernando
2016 J jnl
Automatic classification of glycaemia measurements to enhance data interpretation in an expert system for gestational diabetes.
Expert Syst. Appl.
Estefanía Caballero-Ruiz, Gema García-Sáez, Mercedes Rigla, María Villaplana, Belén Pons, M. Elena Hernando
2016 — conf
Customized Monitoring and Interaction Devices in Virtual Environments for Upper Limb Rehabilitation After Brain Injury.
ICIMTH
Julio Ontiveros-Ravell, Fernando Molina, Maria Almenara-Masbernat, Ignasi Soriano, Eloy Opisso, M. Elena Hernando, Josep María Tormos, Josep Medina, Enrique J. Gómez
2015 J jnl
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
Pedro A. Moreno, M. Elena Hernando, Enrique J. Gómez
2015 J jnl
Service for the Pseudonymization of Electronic Healthcare Records Based on ISO/EN 13606 for the Secondary Use of Information.
IEEE J. Biomed. Health Informatics
Roberto Somolinos, Adolfo Muñoz Carrero, M. Elena Hernando, Mario Pascual Carrasco, Jesús Cáceres Tello, Ricardo Sánchez-de-Madariaga, Juan A. Fragua, Pablo Serrano, Carlos Hernández Salvador
2014 — conf
Enhancing Guideline-Based Decision Support with Distributed Computation Through Local Mobile Application.
Business Process Management Workshops
Erez Shalom, Yuval Shahar, Ayelet Goldstein, Elior Ariel, Silvana Quaglini, Lucia Sacchi, Nick Lik San Fung, Valerie M. Jones, Tom H. F. Broens, Gema García-Sáez, M. Elena Hernando
2013 J jnl
How network operators can enhance Ambient Assisted Living applications through Next Generation Networks.
J. Ambient Intell. Smart Environ.
Pedro A. Moreno, M. Elena Hernando, Alberto Hernández, Francisco González, Antoine de Poorter, Enrique J. Gómez
2012 J jnl
Agent-based model of macrophage action on endocrine pancreas.
Int. J. Data Min. Bioinform.
Ignacio V. Martínez Espinosa, Enrique J. Gómez, M. Elena Hernando, Ricardo Villares, José Mario Mellado García
2011 B conf
Statistical Machine Learning for Automatic Assessment of Physical Activity Intensity Using Multi-axial Accelerometry and Heart Rate.
AIME
Fernando García-García, Gema García-Sáez, Paloma Chausa, Iñaki Martínez-Sarriegui, Pedro José Benito, Enrique J. Gómez, M. Elena Hernando
2009 J jnl
Architecture of a wireless Personal Assistant for telemedical diabetes care.
Int. J. Medical Informatics
Gema García-Sáez, M. Elena Hernando, Iñaki Martínez-Sarriegui, Mercedes Rigla Cros, Verónica Torralba, Eulalia Brugués, Alberto de Leiva, Enrique J. Gómez
2009 C conf
IP Multimedia Subsystem Technology for Ambient Assisted Living.
ICOST
Pedro Antonio Moreno, M. Elena Hernando, Antoine de Poorter, Ruth Pallares, Enrique J. Gómez
2009 B conf
Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System.
AIME
Gema García-Sáez, José Maria Alonso, Javier Molero, Mercedes Rigla Cros, Iñaki Martínez-Sarriegui, Alberto de Leiva, Enrique J. Gómez, M. Elena Hernando
2009 B conf
Modelling and Formal Specification of a Multiagent Telemedicine System for Diabetes Care.
ICAART
Iñaki Martínez-Sarriegui, Hong Zhu, Lijun Shan, Gema García-Sáez, Enrique J. Gómez, M. Elena Hernando
2008 J jnl
The INCA System: A Further Step Towards a Telemedical Artificial Pancreas.
IEEE Trans. Inf. Technol. Biomed.
Enrique J. Gómez, M. Elena Hernando, Thomas Vering, Mercedes Rigla Cros, Oliver J. Bott, Gema García-Sáez, Dietrich Peter Pretschner, Eulalia Brugués, Oliver Schnell, Caroline Patte, Joachim Bergmann, Ralf Dudde, Alberto de Leiva
2007 J jnl
HIS modelling and simulation based cost-benefit analysis of a telemedical system for closed-loop diabetes therapy.
Int. J. Medical Informatics
Oliver J. Bott, Ina Hoffmann, Joachim Bergmann, Nathalie Gusew, Oliver Schnell, Enrique J. Gómez, M. Elena Hernando, Patrick Kosche, Christian von Ahn, Dirk C. Mattfeld, Dietrich Peter Pretschner
2006 J jnl
A proposed semantic framework for diabetes education content management, customisation and delivery within the M2DM project.
Comput. Methods Programs Biomed.
Maged N. Kamel Boulos, Fiona E. Harvey, Abdul V. Roudsari, Riccardo Bellazzi, M. Elena Hernando, Tibor Deutsch, Derek G. Cramp, Ewart R. Carson
2005 — conf
Analysis and Specification of Telemedical Systems Using Modelling and Simulation: the MOSAIK-M Approach.
MIE
O. J. J. Bott, Joachim Bergmann, Ina Hoffmann, Thomas Vering, Enrique J. Gómez, M. Elena Hernando, Dietrich Peter Pretschner
2002 J jnl
A telemedicine support for diabetes management: the T-IDDM project.
Comput. Methods Programs Biomed.
Riccardo Bellazzi, Cristiana Larizza, Stefania Montani, Alberto Riva, Mario Stefanelli, Giuseppe d'Annunzio, Renata Lorini, Enrique J. Gómez, M. Elena Hernando, Eulalia Brugués
2002 Misc conf
Multi-access Services for the Management of Diabetes Mellitus: The M2DM Project.
AMIA
Riccardo Bellazzi, Giuliana Bensa, Eulalia Brugués, Ewart R. Carson, Claudio Cobelli, Derek G. Cramp, Giuseppe d'Annunzio, Pasquale De Cata, Alberto de Leiva, Tibor Deutsch, Pietro Fratino, Carmine Gazzaruso, Angel Garcia, Tamás Gergely, Enrique J. Gómez, Fiona E. Harvey, Pietro Ferrari, Christiane Harras Friederich, M. Elena Hernando, Maged N. Kamel Boulos, Cristiana Larizza, Hans Ludekke, Monika Luebker, Alberto Maran, Gianluca Nucci, Fernando Ortiz Garcia, Cristina Pennati, Abdul V. Roudsari, Mercedes Rigla, Karsten Schutte, Mario Stefanelli
2002 J jnl
Telemedicine as a tool for intensive management of diabetes: the DIABTel experience.
Comput. Methods Programs Biomed.
Enrique J. Gómez, M. Elena Hernando, Angel García Olaya, Francisco del Pozo, J. Cermeño, R. Corcoy, Eulalia Brugués, Alberto de Leiva
2001 B conf
Educational Tool for Diabetic Patients Based on Causal Probabilistic Networks.
AIME
M. Elena Hernando, Enrique J. Gómez, Francisco del Pozo
2000 J jnl
Evaluation of DIABNET, a decision support system for therapy planning in gestational diabetes.
Comput. Methods Programs Biomed.
M. Elena Hernando, Enrique J. Gómez, R. Corcoy, Francisco del Pozo