28. 1. 2020  1:58 Alfonz
Akademický informační systém

Zadání závěrečné práce – Ing. Oleksii Potapov – FEI I-API-MSUS pres [sem 4, roč 2]


Aplikace umožňuje zobrazit náhled zadání závěrečné práce. Zobrazení je pouze informativní a neodpovídá tiskovému výstupu.

 
Slovak University of Technology in Bratislava
Institute of Computer Science and Mathematics
 Faculty of Electrical Engineering and Information Technology
2015/2016
 
 

 
DIPLOMA THESES TOPIC

 

Author of thesis:Bc. Oleksii Potapov
Study programme:Applied Informatics
Study field: Computer Science
Registration number:FEI-5384-77327
Student's ID:77327
Thesis supervisor:Ing. Fedor Lehocki, PhD.
  
Title of the thesis:Detection of Heart Failure Using Ontologies
  
Language of thesis:English
  
Topic specifications:Congestive heart failure is a state when the heart cannot provide sufficient cardiac output to satisfy metabolic needs of the body. The thesis focuses on facilitation of ICT to assist medical personnel in detection and management of this chronic condition.

1. Learn about heart failure condition and challenges in diagnostics.
2. Analyze needs of medical personnel related to application of ICT in support of their activities.
3. Design and implement information system based on ontologies to support detection of heart failure.
4. Test the system in clinical setting.


Literature:
[1] R. A. Greenes, "Clinical Decision Support", Academic Press, 2014, ISBN: 978-0-12-398476-0
[2] Stefan D Anker, Friedrich Koehler, William T Abraham, "Telemedicine and remote management of patients with heart failure", The Lancet, Volume 378, No. 9792, p731–739, 20 August 2011
[3] G. Guidi, M. Pettenati, P. Melillo, "A Machine Learning System to Improve Heart Failure Patient Assistance", IEEE J-BHI, vol. 18, no. 6, November 2014
[4] J. Hebriques et. al., "Prediction of Heart Failure Decompensation Events by Trend Analysis of Telemonitoring Data", IEEE J-BHI, vol. 19, no. 5, September 2015
 
  
Date of entry:21. 09. 2015
  
Date of submission:31. 05. 2016



Ing. Oleksii Potapov
Student
 
 
 
 
prof. RNDr. Otokar Grošek, PhD.
Head of department
 prof. Dr. Ing. Miloš Oravec
Study programme supervisor