Essays about: "thesis for data mining IN HEALTH CARE"

Found 3 essays containing the words thesis for data mining IN HEALTH CARE.

  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

  3. 2. 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

  4. 3. Clustering Lab value working with medical data

    University essay from Datateknik

    Author : Mahtab Davari; [2007]
    Keywords : Clustering; Data Mining; Medical lab data;

    Abstract : Data mining is a relatively new field of research that its objective is to acquire knowledge from large amounts of data. In medical and health care areas, due to regulations and due to the availability of computers, a large amount of data is becoming available [27]. READ MORE