Apr 20, 2019   12:45 p.m. Marcel
Academic information system

Summary of topics offered - Faculty of Materials Science and Technology in Trnava

Basic information

Type of work: Diploma thesis
Topic: Stanovenie krvného tlaku na základe strojového učenia z charakteristiky pulzovej vlny zaznamenanej fotopletyzmografiou
Title of topic in English: Determination of blood pressure based on machine learning from pulse wave characteristic recorded by photoplethysmography
State of topic: approved (prof. Ing. Pavol Tanuška, PhD. - Study programme supervisor)
Thesis supervisor: Ing. Andrea Némethová, PhD.
Faculty: Faculty of Materials Science and Technology in Trnava
Supervising department: Institute of Applied Informatics, Automation and Mechatronics - MTF
Max. no. of students: 1
Academic year:2018/2019
Proposed by: Ing. Andrea Némethová, PhD.
Summary: Využiť databázu „The MIMIC-III Waveform Database“ so simultánnym záznamom invazívneho, kontinuálne meraného krvného tlaku a fotopeltyzmografického monitoringu pulzovej vlny. Vytvoriť algoritmus na báze strojového učenia schopný na základe analýzy pulzovej vlny stanoviť krvný tlak. Algoritmus by mal využitie v neinvazívnom monitorovaní krvného tlaku fotopletyzmografickou metódou dostupnou v inteligentných telefónoch alebo náramkových „športových testeroch“.

Limitations of the topic

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I-AIPP Process Automation and Informatization in Industry-- not entered -- -- not entered --

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