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3D Slicer Extension for Tomographic Images Segmentation
Chalupa, Daniel ; Jakubíček, Roman (referee) ; Mikulka, Jan (advisor)
This work explores machine learning as a tool for medical images' classification. A literary research is contained concerning both classical and modern approaches to image segmentation. The main purpose of this work is to design and implement an extension for the 3D Slicer platform. The extension uses machine learning to classify images using set parameters. The extension is tested on tomographic images obtained by nuclear magnetic resonance and observes the accuracy of the classification and usability in practice.
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Supervised Segmentation For 3D Slicer
Chalupa, Daniel
The purpose of this work is to introduce an extendable framework for training and usage of machine learning algorithms. This framework is bundled in an extension for 3D Slicer that is to be used for medical images segmentation. An example usage of the extension is also provided.
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3D Slicer Extension for Tomographic Images Segmentation
Chalupa, Daniel ; Jakubíček, Roman (referee) ; Mikulka, Jan (advisor)
This work explores machine learning as a tool for medical images' classification. A literary research is contained concerning both classical and modern approaches to image segmentation. The main purpose of this work is to design and implement an extension for the 3D Slicer platform. The extension uses machine learning to classify images using set parameters. The extension is tested on tomographic images obtained by nuclear magnetic resonance and observes the accuracy of the classification and usability in practice.
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The Development of Local Government in the Municipality of Písek
Chalupa, Daniel ; Čopík, Jan (advisor) ; Monika, Monika (referee)
The diploma thesis deals with local government municipal politics in the city of Písek. The work is focused on the development of local government in the period after 1989 to the present. The subject of the work is an analysis of the local political system as well as its activities in the field of municipal development. The work is divided into theoretical practical.
The theoretical part explains the basic concepts that are related to local government and communities alone, such as municipal government, municipal elections controversy.
The practical part then characterizes Sand historical, demographic socio-economic perspective. It also focuses on communal politics in this city, dealing with local political entities running the council controversies that arise here. The practical part includes analysis also municipal elections between 1994 and 2014 and describes the development of local government after the last elections in 2014.
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