Essays about: "Alexander Galozy"

Found 1 essay containing the words Alexander Galozy.

  1. 1. Towards Understanding ICU Procedures using Similarities in Patient Trajectories : An exploratory study on the MIMIC-III intensive care database

    University essay from Högskolan i Halmstad/CAISR Centrum för tillämpade intelligenta system (IS-lab)

    Author : Alexander Galozy; [2018]
    Keywords : ICU; Severity Scores; Patient Clustering; Mortality; Health State; Patient Trajectory; Clustering; Unsupervised learning; Classification; Data Mining; AI;

    Abstract : Recent advancements in Artificial Intelligence has prompted a shearexplosion of new research initiatives and applications, improving notonly existing technologies, but also opening up opportunities for newand exiting applications. This thesis explores the MIMIC-III intensive care unit database and conducts experiment on an interpretable feature space based on sever-ty scores, defining a patient health state, commonly used to predict mortality in an ICU setting. READ MORE