Paper

2026

November 2026 — Neurocomputing Impact of evaluation noise in the context of multi-objective Bayesian optimization with the intrinsic coregionalization model

Published

September 2026 — IEEE Journal of Biomedical and Health Informatics Bayesian Integration of Nonlinear Incomplete Clinical Data

Published

August 2026 Biologically Informed Representation Learning for Robust Cross-Center Generalization of MALDI-TOF Mass Spectrometry

Under review

May 2026 — Briefings in Bioinformatics A systematic review of machine learning on clinical MALDI-TOF MS

Published

May 2026 — Information Fusion Interpretable generative and discriminative learning for multimodal and incomplete clinical data

Published

2025

November 2025 AI-driven Generation of MALDI-TOF MS for Microbial Characterization

Under review

November 2025 Consecutive Preferential Bayesian Optimization

Under review

November 2025 — Engineering Applications of Artificial Intelligence Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classification

Published

October 2025 — Computers in Biology and Medicine Addressing wide-data studies of gene expression microarrays with the Relevance Feature and Vector Machine

Published

September 2025 CLARAE: Clarity Preserving Reconstruction AutoEncoder for Denoising and Rhythm Classification of Intracardiac Electrograms

Under review

July 2025 Latent Representations of Intracardiac Electrograms for Atrial Fibrillation Driver Detection

Under review

July 2025 — BMC Bioinformatics Automated web-based typing of Clostridioides difficile ribotypes via MALDI-TOF MS

Published

July 2025 Virtual Laboratories: Domain-agnostic workflows for research

Under review

May 2025 MARISMa: a routine MALDI-TOF MS dataset from 2018 to 2024 from Spain

Under review

2024

December 2024 — Applied Soft Computing Multi-objective genetic algorithm for multi-view feature selection

Published

November 2024 Automatic surveillance of Escherichia coli bacteriological strains within clinical settings

Under review

November 2024 — Neural Networks Bayesian learning of feature spaces for multitask regression

Published

March 2024 — International Conference on Advances in Computing Research 2024 Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach

Published

2023

February 2023 — Engineering Applications of Artificial Intelligence Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra

Published

2022

November 2022 — Computer Methods and Programs in Biomedicine Multi-task longitudinal forecasting with missing values on Alzheimer’s Disease

Published

July 2022 Multimodal hierarchical Variational AutoEncoders with Factor Analysis latent space

Under review

June 2022 — Neurocomputing Bayesian Sparse Factor Analysis with Kernelized Observations

Published

March 2022 — Applied Sciences A Novel Bayesian Linear Regression Model for the Analysis of Neuroimaging Data

Published

2021

December 2021 — Pattern Recognition Sparse Semi-supervised Heterogeneous Interbattery Bayesian Analysis

Published

2020

June 2020 — Neuroinformatics Regularized Bagged Canonical Component Analysis for Multiclass Learning in Brain Imaging

Published