Essays about: "Javier Fernandez Sanchez"

Found 1 essay containing the words Javier Fernandez Sanchez.

  1. 1. Knowledge Discovery and Data Mining Using Demographic and Clinical Data to Diagnose Heart Disease.

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Javier Fernandez Sanchez; [2018]
    Keywords : machine learning; data science; artificial intelligence; data mining; cardiovascular disease; CVD; exploratory analysis; EDA; clinical data; support vector machines; preprocessing; decision trees; logistic regression; KNN; adaboost; xgboost; random forest; health; healthcare;

    Abstract : Cardiovascular disease (CVD) is the leading cause of morbidity, mortality, premature death and reduced quality of life for the citizens of the EU. It has been reported that CVD represents a major economic load on health care sys- tems in terms of hospitalizations, rehabilitation services, physician visits and medication. READ MORE