Gema García-Sáez

18 papers B 5Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
Deep Transfer Learning for Glucose Prediction Adding Physical Activity Data in Type 1 Diabetes.
CBMS
Carlos Gallardo, Gema García-Sáez, David Subías, Mercedes Rigla, María Elena Hernando
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
2018 J jnl
Luenberger observer with nonlinear structure applied to diabetes type 1.
Int. J. Comb. Optim. Probl. Informatics
Onofre Orozco, Carlos Eduardo Castañeda Hernández, Agustín Rodríguez-Herrero, Gema García-Sáez, María 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
Linear time-varying Luenberger observer applied to diabetes.
PeerJ Prepr.
Onofre Orozco, Carlos Eduardo Castañeda Hernández, Agustín Rodríguez-Herrero, Gema García-Sáez, María Elena Hernando
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
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
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
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 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