Search Results - "Fernández‐Lozano, Carlos"

Refine Results
  1. 1
  2. 2

    ISG15, a Small Molecule with Huge Implications: Regulation of Mitochondrial Homeostasis by Albert, Manuel, Bécares, Martina, Falqui, Michela, Fernández-Lozano, Carlos, Guerra, Susana

    Published in Viruses (13-11-2018)
    “…Viruses are responsible for the majority of infectious diseases, from the common cold to HIV/AIDS or hemorrhagic fevers, the latter with devastating effects on…”
    Get full text
    Journal Article
  3. 3
  4. 4
  5. 5
  6. 6

    A review on machine learning approaches and trends in drug discovery by Carracedo-Reboredo, Paula, Liñares-Blanco, Jose, Rodríguez-Fernández, Nereida, Cedrón, Francisco, Novoa, Francisco J., Carballal, Adrian, Maojo, Victor, Pazos, Alejandro, Fernandez-Lozano, Carlos

    “…[Display omitted] •Machine Learning in drug discovery has greatly benefited the pharmaceutical industry.•Application of machine algorithms must entail a robust…”
    Get full text
    Journal Article
  7. 7

    Random forest-based prediction of stroke outcome by Fernandez-Lozano, Carlos, Hervella, Pablo, Mato-Abad, Virginia, Rodríguez-Yáñez, Manuel, Suárez-Garaboa, Sonia, López-Dequidt, Iria, Estany-Gestal, Ana, Sobrino, Tomás, Campos, Francisco, Castillo, José, Rodríguez-Yáñez, Santiago, Iglesias-Rey, Ramón

    Published in Scientific reports (12-05-2021)
    “…We research into the clinical, biochemical and neuroimaging factors associated with the outcome of stroke patients to generate a predictive model using machine…”
    Get full text
    Journal Article
  8. 8

    Machine learning analysis of TCGA cancer data by Liñares-Blanco, Jose, Pazos, Alejandro, Fernandez-Lozano, Carlos

    Published in PeerJ. Computer science (12-07-2021)
    “…In recent years, machine learning (ML) researchers have changed their focus towards biological problems that are difficult to analyse with standard approaches…”
    Get full text
    Journal Article
  9. 9
  10. 10

    Machine Learning Based Microbiome Signature to Predict Inflammatory Bowel Disease Subtypes by Liñares-Blanco, Jose, Fernandez-Lozano, Carlos, Seoane, Jose A, López-Campos, Guillermo

    Published in Frontiers in microbiology (17-05-2022)
    “…Inflammatory bowel disease (IBD) is a chronic disease with unknown pathophysiological mechanisms. There is evidence of the role of microorganims in this…”
    Get full text
    Journal Article
  11. 11
  12. 12
  13. 13

    Visual complexity modelling based on image features fusion of multiple kernels by Fernandez-Lozano, Carlos, Carballal, Adrian, Machado, Penousal, Santos, Antonino, Romero, Juan

    Published in PeerJ (San Francisco, CA) (18-07-2019)
    “…Humans' perception of visual complexity is often regarded as one of the key principles of aesthetic order, and is intimately related to the physiological,…”
    Get full text
    Journal Article
  14. 14

    Comparison of Outlier-Tolerant Models for Measuring Visual Complexity by Carballal, Adrian, Fernandez-Lozano, Carlos, Rodriguez-Fernandez, Nereida, Santos, Iria, Romero, Juan

    Published in Entropy (Basel, Switzerland) (24-04-2020)
    “…Providing the visual complexity of an image in terms of impact or aesthetic preference can be of great applicability in areas such as psychology or marketing…”
    Get full text
    Journal Article
  15. 15

    Machine learning applied to transcriptomic data to identify genes associated with feed efficiency in pigs by Piles, Miriam, Fernandez-Lozano, Carlos, Velasco-Galilea, María, González-Rodríguez, Olga, Sánchez, Juan Pablo, Torrallardona, David, Ballester, Maria, Quintanilla, Raquel

    Published in Genetics selection evolution (Paris) (13-03-2019)
    “…To date, the molecular mechanisms that underlie residual feed intake (RFI) in pigs are unknown. Results from different genome-wide association studies and gene…”
    Get full text
    Journal Article
  16. 16
  17. 17

    A methodology for the design of experiments in computational intelligence with multiple regression models by Fernandez-Lozano, Carlos, Gestal, Marcos, Munteanu, Cristian R, Dorado, Julian, Pazos, Alejandro

    Published in PeerJ (San Francisco, CA) (01-12-2016)
    “…The design of experiments and the validation of the results achieved with them are vital in any research study. This paper focuses on the use of different…”
    Get full text
    Journal Article
  18. 18
  19. 19
  20. 20

    Molecular docking and machine learning analysis of Abemaciclib in colon cancer by Liñares-Blanco, Jose, Munteanu, Cristian R, Pazos, Alejandro, Fernandez-Lozano, Carlos

    Published in BMC cell biology (08-07-2020)
    “…The main challenge in cancer research is the identification of different omic variables that present a prognostic value and personalised diagnosis for each…”
    Get full text
    Journal Article