Βελτιστοποίηση της διαχείρισης των υπηρεσιών υγείας με χρήση μεθόδων αναλυτικής των δεδομένων και μηχανικής μάθησης
Optimizing healthcare services management using data analytics and machine learning methods
View/
Keywords
Healthcare ; Machine learningAbstract
According to international studies, the economical waste in the health sector is widespread. At the same time, healthcare services are developing rapidly by collecting a large amount of data. The data analysis, by using analytics and statistical machine learning algorithms, can contribute to the rationalization of costs and to the improvement of patients’ experience. In this work, applications from the literature on the optimization of healthcare services are presented. Finally, selected analytical methods and machine learning algorithms are applied to open datasets, so as to explore their value in reducing hospitals costs and improve patient care.
Postgraduate Studies Programme
Εφαρμοσμένη ΣτατιστικήDepartment
Σχολή Χρηματοοικονομικής και Στατιστικής. Τμήμα Στατιστικής και Ασφαλιστικής ΕπιστήμηςNumber of pages
102Language
GreekCollections
Except where otherwise noted, this item's license is described as
Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ελλάδα
Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ελλάδα