Aug 26, 2019   2:50 a.m. Samuel
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

To sign up for a topic it is necessary to fulfil one of the following restrictions

Limit to study programme
The table shows limitations of study programme, field, track the student has to be enrolled in to be able to register for a given topic.

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

Limit to courses
The table shows limitations of a course the student has to complete to be able to register for a given topic.

DepartmentCourse title
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