M. Elena Hernando

Publication Activity (10 Years)

Years Active: 2000-2021
Publications (10 Years): 10

Top Topics

Distributed Computation

Decision Support

Top Venues

IEEE J. Biomed. Health Informatics

Int. J. Medical Informatics

Publications

Jaime Carrillo-Moreno, Carmen Pérez-Gandía, Rafael Sendra-Arranz, Gema García-Sáez, M. Elena Hernando, Álvaro Gutiérrez
Long short-term memory neural network for glucose prediction. Neural Comput. Appl. 33 (9) (2021)
Jose Tapia-Galisteo, Jose M. Iniesta, Carmen Pérez-Gandía, Gema García-Sáez, Diego Urgelés Puértolas, Francisco J. Izquierdo, M. Elena Hernando
Prediction of Cocaine Inpatient Treatment Success Using Machine Learning on High-Dimensional Heterogeneous Data. IEEE Access 8 (2020)
Onofre Orozco-López, Agustín Rodríguez-Herrero, Carlos E. Castañeda, Gema García-Sáez, M. Elena Hernando
for type 1 diabetes. Comput. Methods Programs Biomed. 193 (2020)
Onofre Orozco, Carlos Eduardo Castañeda Hernández, Agustín Rodríguez-Herrero, Gema García-Sáez, M. Elena Hernando
Linear Time-Varying Luenberger Observer Applied to Diabetes. IEEE Access 6 (2018)
Estefanía Caballero-Ruiz, Gema García-Sáez, Mercedes Rigla, María Villaplana, Belén Pons, M. Elena Hernando
A web-based clinical decision support system for gestational diabetes: Automatic diet prescription and detection of insulin needs. Int. J. Medical Informatics 102 (2017)
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
Assessment of a personalized and distributed patient guidance system. Int. J. Medical Informatics 101 (2017)
Fernando García-García, Roman Hovorka, Malgorzata E. Wilinska, Daniela Elleri, M. Elena Hernando
Modelling the effect of insulin on the disposal of meal-attributable glucose in type 1 diabetes. Medical Biol. Eng. Comput. 55 (2) (2017)
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
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. 27 (2) (2017)
Estefanía Caballero-Ruiz, Gema García-Sáez, Mercedes Rigla, María Villaplana, Belén Pons, M. Elena Hernando
Automatic classification of glycaemia measurements to enhance data interpretation in an expert system for gestational diabetes. Expert Syst. Appl. 63 (2016)
Julio Ontiveros-Ravell, Fernando Molina, Maria Almenara-Masbernat, Ignasi Soriano, Eloy Opisso, M. Elena Hernando, Josep María Tormos, Josep Medina, Enrique J. Gómez
Customized Monitoring and Interaction Devices in Virtual Environments for Upper Limb Rehabilitation After Brain Injury. ICIMTH (2016)
Pedro A. Moreno, M. Elena Hernando, Enrique J. Gómez
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 19 (1) (2015)
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
Service for the Pseudonymization of Electronic Healthcare Records Based on ISO/EN 13606 for the Secondary Use of Information. IEEE J. Biomed. Health Informatics 19 (6) (2015)
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
Enhancing Guideline-Based Decision Support with Distributed Computation Through Local Mobile Application. Business Process Management Workshops (2014)
Pedro A. Moreno, M. Elena Hernando, Alberto Hernández, Francisco González, Antoine de Poorter, Enrique J. Gómez
How network operators can enhance Ambient Assisted Living applications through Next Generation Networks. J. Ambient Intell. Smart Environ. 5 (2) (2013)
Ignacio V. Martínez Espinosa, Enrique J. Gómez, M. Elena Hernando, Ricardo Villares, José Mario Mellado García
Agent-based model of macrophage action on endocrine pancreas. Int. J. Data Min. Bioinform. 6 (4) (2012)
Fernando García-García, Gema García-Sáez, Paloma Chausa, Iñaki Martínez-Sarriegui, Pedro José Benito, Enrique J. Gómez, M. Elena Hernando
Statistical Machine Learning for Automatic Assessment of Physical Activity Intensity Using Multi-axial Accelerometry and Heart Rate. AIME (2011)
Iñaki Martínez-Sarriegui, Hong Zhu, Lijun Shan, Gema García-Sáez, Enrique J. Gómez, M. Elena Hernando
Modelling and Formal Specification of a Multiagent Telemedicine System for Diabetes Care. ICAART (2009)
Gema García-Sáez, José Maria Alonso, Javier Molero, Mercedes Rigla Cros, Iñaki Martínez-Sarriegui, Alberto de Leiva, Enrique J. Gómez, M. Elena Hernando
Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System. AIME (2009)
Pedro Antonio Moreno, M. Elena Hernando, Antoine de Poorter, Ruth Pallares, Enrique J. Gómez
IP Multimedia Subsystem Technology for Ambient Assisted Living. ICOST (2009)
Gema García-Sáez, M. Elena Hernando, Iñaki Martínez-Sarriegui, Mercedes Rigla Cros, Verónica Torralba, Eulalia Brugués, Alberto de Leiva, Enrique J. Gómez
Architecture of a wireless Personal Assistant for telemedical diabetes care. Int. J. Medical Informatics 78 (6) (2009)
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
The INCA System: A Further Step Towards a Telemedical Artificial Pancreas. IEEE Trans. Inf. Technol. Biomed. 12 (4) (2008)
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
HIS modelling and simulation based cost-benefit analysis of a telemedical system for closed-loop diabetes therapy. Int. J. Medical Informatics 76 (S3) (2007)
Maged N. Kamel Boulos, Fiona E. Harvey, Abdul V. Roudsari, Riccardo Bellazzi, M. Elena Hernando, Tibor Deutsch, Derek G. Cramp, Ewart R. Carson
A proposed semantic framework for diabetes education content management, customisation and delivery within the M2DM project. Comput. Methods Programs Biomed. 83 (3) (2006)
O. J. J. Bott, Joachim Bergmann, Ina Hoffmann, Thomas Vering, Enrique J. Gómez, M. Elena Hernando, Dietrich Peter Pretschner
Analysis and Specification of Telemedical Systems Using Modelling and Simulation: the MOSAIK-M Approach. MIE (2005)
Riccardo Bellazzi, Cristiana Larizza, Stefania Montani, Alberto Riva, Mario Stefanelli, Giuseppe d'Annunzio, Renata Lorini, Enrique J. Gómez, M. Elena Hernando, Eulalia Brugués
A telemedicine support for diabetes management: the T-IDDM project. Comput. Methods Programs Biomed. 69 (2) (2002)
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
Multi-access Services for the Management of Diabetes Mellitus: The M2DM Project. AMIA (2002)
Enrique J. Gómez, M. Elena Hernando, Angel García Olaya, Francisco del Pozo, J. Cermeño, R. Corcoy, Eulalia Brugués, Alberto de Leiva
Telemedicine as a tool for intensive management of diabetes: the DIABTel experience. Comput. Methods Programs Biomed. 69 (2) (2002)
M. Elena Hernando, Enrique J. Gómez, Francisco del Pozo
Educational Tool for Diabetic Patients Based on Causal Probabilistic Networks. AIME (2001)
M. Elena Hernando, Enrique J. Gómez, R. Corcoy, Francisco del Pozo
Evaluation of DIABNET, a decision support system for therapy planning in gestational diabetes. Comput. Methods Programs Biomed. 62 (3) (2000)