Matías García-Constantino

Datos Biográficos

ID7758971
NOMBREMatías García-Constantino
NOMBRESMatías
APELLIDOGarcía-Constantino
FIRMAGARCÍA-CONSTANTINO M
AFILIACIONESUniversity of Ulster
ORCID0000-0002-3420-0532
VERIFICADOSí
TOTAL DE OBRAS2
TOTAL DE CITAS0
OBRAS COMO AUTOR2
OBRAS COMO EDITOR0
PRIMER AÑO DE PUBLICACIÓN2021
AÑO MÁS RECIENTE DE PUBLICACIÓN2025
ÍNDICE H0

  • Comparison of spatial prediction models from Machine Learning of cholangiocarcinoma incidence in Thailand

    Open AccessOraya Sahat, Supot Kamsa‐ard et al.ARTICLEBMC Public Health2025

    The Random Forest model demonstrated the highest efficiency in predicting CCA incidence rates in Thailand, though predictive performance varied across regions. Spatial factors effectively predicted ASR of CCA, providing valuable insights for national-level disease surveillance and targeted public health interventions. These findings support the development of region-specific approaches for CCA control using spatial epidemiology and machine learni…

  • The “Worktivity” mHealth intervention to reduce sedentary behaviour in the workplace

    Open AccessAoife Stephenson, Matías García-Constantino et al.ARTICLEBMC Public Health2021

    The findings suggest that, in principle, it is feasible to implement a mobile app-based intervention in the workplace setting however the Worktivity intervention requires further technical refinements before moving to effectiveness trials. Challenges relating to the initial recruitment of workplaces and maintaining user engagement with the mHealth intervention over time need to be addressed prior to future large-scale implementation. Further rese…