Thesis Details

Evoluční návrh ultrazvukových operačních plánů

Master's Thesis Student: Chlebík Jakub Academic Year: 2019/2020 Supervisor: Jaroš Jiří, doc. Ing., Ph.D.
English title
Evolutionary Design of Ultrasound Treatment Plans
Language
Czech
Abstract

The thesis studies selected evolution systems to use in planning of high intensity focused ultrasound surgeries. Considered algorithms are statistically analyzed and compared by appropriate criteria to find the one that adds the most value to the potential real world medical problems.

Keywords

optimization, evolutionary algorithms, genetic algorithm, tabu search, simulated annealing, differential evolution, partile swarm optimization, CMA-ES, HIFU surgery optimization

Department
Department of Computer Systems FIT BUT
Degree Programme
Information Technology, Field of Study Intelligent Systems
Files
Status
defended, grade B
Date
16 July 2020
Reviewer
Bidlo Michal, doc. Ing., Ph.D.
Committee
Rogalewicz Adam, doc. Mgr., Ph.D. (DITS FIT BUT), předseda
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Hradiš Michal, Ing., Ph.D. (DCGM FIT BUT), člen
Hrubý Martin, Ing., Ph.D. (DITS FIT BUT), člen
Kočí Radek, Ing., Ph.D. (DITS FIT BUT), člen
Rozman Jaroslav, Ing., Ph.D. (DITS FIT BUT), člen
Citation
CHLEBÍK, Jakub. Evoluční návrh ultrazvukových operačních plánů. Brno, 2020. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2020-07-16. Supervised by Jaroš Jiří. Available from: https://www.fit.vut.cz/study/thesis/21776/
BibTeX 
@mastersthesis{FITMT21776,
    author = "Jakub Chleb\'{i}k",
    type = "Master's thesis",
    title = "Evolu\v{c}n\'{i} n\'{a}vrh ultrazvukov\'{y}ch opera\v{c}n\'{i}ch pl\'{a}n\r{u}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2020,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/21776/"
}

Theses

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