Koncept i primjena jezera podataka u zdravstvu

master's thesis

• Title (english): Concept and application of data lake in healthcare
• Author: Ivan Šimić
• Mentor: Katarina Ćurko (mentor)
• Committee member: Vesna Bosilj Vukšić (član povjerenstva)
• Committee member: Božidar Jaković (član povjerenstva)
• Granter: University of Zagreb; Faculty of Economics and Business; (Department of Informatics); Zagreb
• Defense date and country: 2023-06-28, Croatia
• Scientific / art field, discipline and subdiscipline: SOCIAL SCIENCES; Economics; Business Informatics

Abstract

Količina podataka, kao i njihova dostupnost, na najvišim je razinama otkad je svijeta. S pojavom Velikih podataka pojavio se problem u skladištenju i iskorištavanju podataka na optimalan način. Tradicionalna skladišta podataka sve češće ne zadovoljavaju velike potrebe u procesiranju i skladištenju podataka koje se javljaju u sve više industrija, dok koncept jezera podataka postaje sve popularniji i prisutniji u brojnim industrijama. Jedna od tradicionalnih djelatnosti u kojoj dionici sve više shvaćaju potrebu za digitalizacijom svog poslovanja, iskorištavanjem velike količine podataka a time i korištenja jezera podataka je zdravstvo. U ovom radu će se pokušati prikazati kako jezera podataka i digitalne tehnologije odgovaraju na probleme poput skladištenja i upravljanja podacima te probleme u interoperabilnosti, sigurnosti i analizi podataka u zdravstvu.

Abstract (english)

The amount of data, as well as its availability, is at the highest levels ever. With the appearance of Big Data, a problem in storing and using data in an optimal way arose. Traditional data warehouses increasingly do not meet the great needs in data processing and storage that arise in more and more industries, while the concept of data lakes is becoming more popular and present in numerous industries. One of the traditional industries in which stakeholders are increasingly realizing the need to digitize their business, exploit a large amount of data and thus use data lakes, is healthcare. This paper will try to show how data lakes and digital technologies respond to problems such as data management and governance and problems in interoperability, security and data analysis in healthcare.

• Keywords: zdravstvo; digitalna transformacija; jezero podataka; veliki podaci; strojno učenje
• Keywords (english): healthcare; digital transformation; data lake; Big data; machine learning
• Language: croatian
• URN:NBN: urn:nbn:hr:148:191896
• Study programme: Title: Business Economics; Study programme type: university; Study level: integrated undergraduate and graduate; Academic / professional title: magistar/magistra ekonomije (magistar/magistra ekonomije)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Open access
• Created on: 2023-06-29 09:40:33