Alexandre Perera-Lluna

27 papers A 1C 4Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
singIST: An integrative method for comparative single-cell transcriptomics between disease models and humans.
PLoS Comput. Biol.
Aitor Moruno-Cuenca, Sergio Picart-Armada, Rachael Bogle, Jennifer Fox, Lam C. Tsoi, Johann Eli Gudjonsson, Alexandre Perera-Lluna, Francesc Fernández-Albert
2025 J jnl
A deep attention-based encoder for the prediction of type 2 diabetes longitudinal outcomes from routinely collected health care data.
Expert Syst. Appl.
Enrico Manzini, Bogdan Vlacho, Josep Franch-Nadal, Joan Escudero, Ana Génova, Elisenda Reixach, Erich Andrés, Israel Pizarro, Dídac Mauricio, Alexandre Perera-Lluna
2025 C conf
Characterizing Temperature-Related Risks in Patients with Chronic Conditions in the Vallès Occidental, Spain.
BIBE
Blanca Alaejos Pardo, Alexandre Perera-Lluna, Jordi Fonollosa, David Dalmau, Marc Prohom
2025 C conf
Cross Cohort Integration of Whole Blood RNA-Seq Samples: Normalization Units Comparison and Stable Housekeeping Gene Selection.
BIBE
Pol Ezquerra-Condeminas, Alexandre Perera-Lluna, José Manuel Soria
2025 J jnl
Deep Survival Analysis of Longitudinal EHR Data for Joint Prediction of Hospitalization and Death in COPD Patients.
CoRR
Enrico Manzini, Thomas Gonzalez Saito, Joan Escudero, Ana Génova, Cristina Caso, Tomas Perez-Porcuna, Alexandre Perera-Lluna
2025 C conf
Functional Enrichment of Lipidomics Data to Characterize the Metabolism of Diabetes Mellitus and Subclinical Carotid Atherosclerosis.
BIBE
Maria Barranco-Altirriba, Josch K. Pauling, Dídac Mauricio, Alexandre Perera-Lluna
2024 — conf
A BERT base model for the analysis of Electronic Health Records from diabetic patients.
EMBC
Enrico Manzini, Bogdan Vlacho, Josep Franch-Nadal, Joan Escudero, Ana Génova, Elisenda Reixach, Erich Andrés, Israel Pizarro, Dídac Mauricio, Alexandre Perera-Lluna
2023 C conf
IoT Gas Sensors Array for Unobtrusive Tracking of Cooking Activity.
CoDIT
Zouhair Haddi, Joshua Llano, Miquel Alfaras, Daniel Marin, Alexandre Perera-Lluna, Alberto Fernández, Xavier Llauradó, Narcís Avellena, Jordi Fonollosa, Eduard Llobet
2022 J jnl
Longitudinal deep learning clustering of Type 2 Diabetes Mellitus trajectories using routinely collected health records.
J. Biomed. Informatics
Enrico Manzini, Bogdan Vlacho, Josep Franch-Nadal, Joan Escudero, Ana Génova, Elisenda Reixach, Erik Andrés, Israel Pizarro, José-Luis Portero, Dídac Mauricio, Alexandre Perera-Lluna
2022 J jnl
Mapping layperson medical terminology into the Human Phenotype Ontology using neural machine translation models.
Expert Syst. Appl.
Enrico Manzini, Jon Garrido-Aguirre, Jordi Fonollosa, Alexandre Perera-Lluna
2021 J jnl
Balancing Data on Deep Learning-Based Proteochemometric Activity Classification.
J. Chem. Inf. Model.
Angela Lopez-del Rio, Sergio Picart-Armada, Alexandre Perera-Lluna
2021 J jnl
MultiPaths: a Python framework for analyzing multi-layer biological networks using diffusion algorithms.
Bioinform.
Josep Marín-Llaó, Sarah Mubeen, Alexandre Perera-Lluna, Martin Hofmann-Apitius, Sergio Picart-Armada, Daniel Domingo-Fernández
2021 J jnl
The effect of statistical normalization on network propagation scores.
Bioinform.
Sergio Picart-Armada, Wesley K. Thompson, Alfonso Buil, Alexandre Perera-Lluna
2019 J jnl
Applying learning analytics to students' interaction in business simulation games. The usefulness of learning analytics to know what students really learn.
Comput. Hum. Behav.
Ana Beatriz Hernández-Lara, Alexandre Perera-Lluna, Enric Serradell-López
2019 J jnl
Benchmarking network propagation methods for disease gene identification.
PLoS Comput. Biol.
Sergio Picart-Armada, Steven J. Barrett, David R. Willé, Alexandre Perera-Lluna, Alex Gutteridge, Benoit H. Dessailly
2019 J jnl
Evaluation of Cross-Validation Strategies in Sequence-Based Binding Prediction Using Deep Learning.
J. Chem. Inf. Model.
Angela Lopez-del Rio, Alfons Nonell-Canals, David Vidal, Alexandre Perera-Lluna
2019 J jnl
Multiview: a software package for multiview pattern recognition methods.
Bioinform.
Samir Kanaan-Izquierdo, Andrey Ziyatdinov, Maria Araceli Burgueño, Alexandre Perera-Lluna
2018 J jnl
FELLA: an R package to enrich metabolomics data.
BMC Bioinform.
Sergio Picart-Armada, Francesc Fernández-Albert, Maria Vinaixa, Oscar Yanes, Alexandre Perera-Lluna
2018 J jnl
Multiview and multifeature spectral clustering using common eigenvectors.
Pattern Recognit. Lett.
Samir Kanaan-Izquierdo, Andrey Ziyatdinov, Alexandre Perera-Lluna
2018 — conf
Protein Disorder Prediction using Jumping Motifs from Torsion Angles Dynamics in Ramachandran Plots.
BIOINFORMATICS
Jonny A. Uribe, Julián D. Arias-Londoño, Alexandre Perera-Lluna
2018 J jnl
diffuStats: an R package to compute diffusion-based scores on biological networks.
Bioinform.
Sergio Picart-Armada, Wesley K. Thompson, Alfonso Buil, Alexandre Perera-Lluna
2017 — conf
Protein Disorder Prediction using Information Theory Measures on the Distribution of the Dihedral Torsion Angles from Ramachandran Plots.
BIOINFORMATICS
Jonny A. Uribe, Julián D. Arias-Londoño, Alexandre Perera-Lluna
2014 J jnl
Intensity drift removal in LC/MS metabolomics by common variance compensation.
Bioinform.
Francesc Fernández-Albert, Rafael Llorach, Mar Garcia-Aloy, Andrey Ziyatdinov, Cristina Andres-Lacueva, Alexandre Perera-Lluna
2014 — conf
Interaction between EEG and drug concentration to predict response to noxious stimulation during sedation-analgesia: Effect of the A118G genetic polymorphism.
EMBC
Umberto S. P. Melia, Montserrat Vallverdú, Mathieu Jospin, José Fernando Valencia, Erik W. Jensen, Pedro L. Gambús, Alexandre Perera-Lluna, Pere Caminal
2013 J jnl
Predictability of gene ontology slim-terms from primary structure information in Embryophyta plant proteins.
BMC Bioinform.
Jorge Alberto Jaramillo-Garzón, Joan-Josep Gallardo-Chacón, César Germán Castellanos-Domínguez, Alexandre Perera-Lluna
2009 J jnl
Dimensionality Reduction Oriented Toward the Feature Visualization for Ischemia Detection.
IEEE Trans. Inf. Technol. Biomed.
Edilson Delgado-Trejos, Alexandre Perera-Lluna, Montserrat Vallverdú-Ferrer, Peré Caminal-Magrans, Germán Castellanos-Domínguez
2004 A conf
Sensor-based machine olfaction with a neurodynamics model of the olfactory bulb.
IROS
Baranidharan Raman, Agustin Gutierrez-Galvez, Alexandre Perera-Lluna, Ricardo Gutierrez-Osuna