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Margarita Cabrera‐Bean

Observed names: Cabrera-Bean, Margarita, M Cabrera-Bean, Margarita Cabrera Bean, Margarita Cabrera-Bean
ORCID: 0000-0001-9058-3825
Observed ORCID: 0000-0001-9058-3825
OpenAlex ID: A5089342464
Prediction models using artificial intelligence and longitudinal data from electronic health records: a systematic methodological review
2023 · Lucía A Carrasco-Ribelles, José Llanes-Jurado, et al. · Journal of the American Medical Informatics Association · 85
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Dynamics of multimorbidity and frailty, and their contribution to mortality, nursing home and home care need: A primary care cohort of 1 456 052 ageing people
2022 · Lucía A. Carrasco-Ribelles, Albert Roso-Llorach, et al. · EClinicalMedicine · 67
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Soft clustering using real-world data for the identification of multimorbidity patterns in an elderly population: cross-sectional study in a Mediterranean population
2019 · Concepción Violán, Quintí Foguet-Boreu, et al. · BMJ Open · 66
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Five-year trajectories of multimorbidity patterns in an elderly Mediterranean population using Hidden Markov Models
2020 · Concepción Violán, Sergio Fernández-Bertolín, et al. · Scientific Reports · 44
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Contribution of Frailty to Multimorbidity Patterns and Trajectories: Longitudinal Dynamic Cohort Study of Aging People
2023 · Lucía A Carrasco-Ribelles, Margarita Cabrera-Bean, et al. · JMIR Public Health and Surveillance · 23
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Unsupervised online clustering and detection algorithms using crowdsourced data for malaria diagnosis
2018 · Alba Pagès-Zamora, Margarita Cabrera-Bean, et al. · Pattern Recognition · 12
Development of Attention-based Prediction Models for All-cause Mortality, Home Care Need, and Nursing Home Admission in Ageing Adults in Spain Using Longitudinal Electronic Health Record Data
2025 · Lucía A. Carrasco-Ribelles, Margarita Cabrera-Bean, et al. · Journal of Medical Systems · 11
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Deterministic Simulation of Flat-Fading MIMO Wireless Channels Under Non-Isotropic Scattering Conditions
2007 · Carlos A. Gutierrez-Diaz-de-Leon, Margarita Cabrera-Bean · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) · 7
Unsupervised Ensemble Classification With Correlated Decision Agents
2019 · Margarita Cabrera-Bean, Alba Pages-Zamora, et al. · IEEE Signal Processing Letters · 6
Counting malaria parasites with a two-stage EM based algorithm using crowsourced data
2017 · Margarita Cabrera-Bean, Alba Pages-Zamora, et al. · 5
Optimizing Access Demand for mMTC Traffic Using Neural Networks
2023 · Martí Llobet, Margarita Cabrera-Bean, et al. · IEEE Transactions on Vehicular Technology · 4
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Virtual analog and digital communications laboratory: LaViCAD: On line interactive tool for learning communications systems
2010 · Margarita Cabrera Bean, Albert Mestres Sugranes, et al. · 4
On the Problems of Symbol-Spaced Tapped-Delay-Line Models for WSSUS Channels
2007 · Carlos A. Gutierrez-Diaz-de-Leon, Margarita Cabrera-Bean, et al. · IEEE Vehicular Technology Conference · 4
Impact of noisy annotators' reliability in a crowdsourcing system performance
2016 · Margarita Cabrera-Bean, Carles Diaz-Vilor, et al. · European Signal Processing Conference (EUSIPCO) · 3
MC-CDMA Based Architecture for the Downlink of Infrastructure WLANs
2006 · Carlos Gutierrez-diaz-de-leon, Margarita Cabrera-Bean, et al. · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) · 3
Autoencoders for health improvement by compressing the set of patient features
2020 · Margarita Cabrera-Bean, Victor J. Pereira Dos Santos, et al. · Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2
Use of Attention Maps to Enrich Discriminability in Deep Learning Prediction Models Using Longitudinal Data from Electronic Health Records
2024 · Lucía A. Carrasco-Ribelles, Margarita Cabrera-Bean, et al. · Applied Sciences · 1
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Contextual Multi-Armed Bandits for Non-Stationary Wireless Network Selection
2023 · Lluís Martínez, Josep Vidal, et al. · Globecom · 1
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A Multi-Armed Bandit Model for Non-Stationary Wireless Network Selection
2021 · Lluis Martinez, Margarita Cabrera-Bean, et al. · IEEE Globecom Workshops (GC Wkshps) · 1
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Hierarchical Beamforming in Random Access Channels
2021 · Adrian Agustin, Josep Vidal, et al. · Globecom · 1
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Implementation of an Artificial Neural Network on the Test Barcelona Workstation As a Predictive Model for the Classification of Normal, Mild Cognitive Impairment and Alzheimer’s Disease Subjects Using the Neuronorma Battery
2018 · N Rivera, M Cabrera-Bean, et al. · KnE Life Sciences · 1
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On the problems of symbol‐spaced tapped‐delay‐line models for WSSUS channels
2008 · Carlos A. Guti, Margarita Cabrera‐Bean, et al. · Wireless Communications and Mobile Computing · 1
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Contextual Bandits and Reconfigurable Intelligent Surfaces for Predictive LTM Handover Decisions
2026 · Ainna Yue Moreno-Locubiche, Josep Vidal, et al. · International Conference on Communications
Is Fine-Tuning Useful in EHR-Based Prediction Models? a Use Case on Mortality Prediction with Longitudinal Data from Spanish (SIDIAP) and UK (CPRD) Populations Aged Over 65 Years
2025 · Lucía A. Carrasco-Ribelles, Margarita Cabrera-Bean, et al. · IEEE International Symposium on Computer-Based Medical Systems (CBMS)
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Reinforcement Learning-based UL/DL Splitter for Latency Reduction in Wireless TSN Networks
2024 · Margarita Cabrera-Bean, Wenli Pan, et al. · IEEE Vehicular Technology Conference
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Works count: 36
Citation count: 352
H-index: 7
I10-index: 7
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