Publications in collaboration with researchers from Complexo Hospitalario Universitario da Coruña (34)

2024

  1. Efficient clinical decision-making process via AI-based multimodal data fusion: A COVID-19 case study

    Heliyon, Vol. 10, Núm. 20

  2. Prediction of compound-target interaction using several artificial intelligence algorithms and comparison with a consensus-based strategy

    Journal of Cheminformatics, Vol. 16, Núm. 1

  3. The multispecies microbial cluster of Fusobacterium, Parvimonas, Bacteroides and Faecalibacterium as a precision biomarker for colorectal cancer diagnosis

    Molecular Oncology, Vol. 18, Núm. 5, pp. 1093-1122

  4. Unraveling druggable cancer-driving proteins and targeted drugs using artificial intelligence and multi-omics analyses

    Scientific Reports, Vol. 14, Núm. 1

2023

  1. Building-Scale Wastewater-Based Epidemiology for SARS-CoV-2 Surveillance at Nursing Homes in A Coruña, Spain

    Environments - MDPI, Vol. 10, Núm. 11

  2. Comprehensive analysis of clinical data for COVID-19 outcome estimation with machine learning models

    Biomedical Signal Processing and Control, Vol. 84

  3. Explainable learning to analyze the outcome of COVID-19 patients using clinical data

    Procedia Computer Science

  4. Operating System Fingerprinting Tool Based on Classical Machine Learning Algorithms

    2023 JNIC Cybersecurity Conference, JNIC 2023

2022

  1. A review of artificial intelligence applied to path planning in UAV swarms

    Neural Computing and Applications, Vol. 34, Núm. 1, pp. 153-170

  2. Carbapenem Resistance in Acinetobacter nosocomialis and Acinetobacter junii Conferred by Acquisition of blaOXA-24/40 and Genetic Characterization of the Transmission Mechanism between Acinetobacter Genomic Species

    Microbiology Spectrum, Vol. 10, Núm. 1

  3. Machine Learning‐Based Radon Monitoring System

    Chemosensors, Vol. 10, Núm. 7

  4. Machine learning in management of precautionary closures caused by lipophilic biotoxins

    Computers and Electronics in Agriculture, Vol. 197

  5. Modeling the number of people infected with SARS-COV-2 from wastewater viral load in Northwest Spain

    Science of the Total Environment, Vol. 811

  6. UAV swarm path planning with reinforcement learning for field prospecting

    Applied Intelligence, Vol. 52, Núm. 12, pp. 14101-14118

2021

  1. A review on machine learning approaches and trends in drug discovery

    Computational and Structural Biotechnology Journal, Vol. 19, pp. 4538-4558

  2. Computational Radiological Screening of Patients with COVID-19 Using Chest X-ray Images from Portable Devices †

    Engineering Proceedings, Vol. 7, Núm. 1

  3. In silico Analyses of Immune System Protein Interactome Network, Single-Cell RNA Sequencing of Human Tissues, and Artificial Neural Networks Reveal Potential Therapeutic Targets for Drug Repurposing Against COVID-19

    Frontiers in Pharmacology, Vol. 12

  4. Machine learning analysis of TCGA cancer data

    PeerJ Computer Science, Vol. 7, pp. 1-47

  5. PRACTICUM DIRECT Simulator for Decision Making during Pandemics †

    Engineering Proceedings, Vol. 7, Núm. 1

  6. Prediction of anti-glioblastoma drug-decorated nanoparticle delivery systems using molecular descriptors and machine learning

    International Journal of Molecular Sciences, Vol. 22, Núm. 21