• Random Forest-Based Prediction of Stroke Outcome 

      Fernández-Lozano, Carlos; Hervella, Pablo; Mato-Abad, Virginia; Rodríguez-Yáñez, Manuel; Suárez-Garaboa, Sonia; López Dequidt, Iria Alejandra; Estany-Gestal, Ana; Sobrino, Tomás; Campos, Francisco; Castillo, José; Rodríguez-Yáñez, Santiago; Iglesias Rey, Ramón (Nature Research, 2021)
      [Abstract] We research into the clinical, biochemical and neuroimaging factors associated with the outcome of stroke patients to generate a predictive model using machine learning techniques for prediction of mortality and ...
    • Worse outcome in stroke patients treated with rt-PA without early reperfusion: associated factors 

      Iglesias-Rey, Ramón; Rodríguez-Yáñez, Manuel; Rodríguez-Castro, Enrique; Pumar, José Manuel; Arias, Susana; Santamaría, María; López-Dequidt, Iria; Hervella, Pablo; Correa-Paz, Clara; Sobrino, Tomás; Vivien, Denis; Campos, Francisco; Castellanos, María del Mar; Castillo, José (Springer Nature, 2017-11-07)
      [Abstract] Based on preclinical studies suggesting that recombinant tissue plasminogen activator (rt-PA) may promote ischemic brain injuries, we investigated in patients the possible risk of worse clinical outcome after ...