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Public-Private Partnership institutionalization in transport infrastructure
Novotný, Michal ; Witz, Petr (advisor) ; Plaček, Michal (referee)
The thesis focuses on Public-Private Partnership institutionalization in the context of Czech infrastructure since the introduction of the D4 project. The main objective is to analyse the fulfilment of the prerequisites of PPP success through PPP enabling field perspective. This includes an analysis of the know-how of the public sector, an analysis of political support and an analysis of the regulatory framework. The paper aims to examine the reasoning behind political decision-making and the processes within the Ministry of Transport. It also analyses both the direct and indirect involvement of advisors and MFIs in PPP project preparations.
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Analysis of single cell data using transformers
Preisler, Tomáš ; Stuchlý, Jan (advisor) ; Novotný, Marian (referee)
This bachelor's thesis is focused on the use of machine learning and deep learning methods in an attempt to automate the annotation of cells based on their gene expression (single-cell data). In particular, it is focused on the use of transformers and architectures derived from them, such as performers. The main part of the work is devoted to the description and explanation of how these architectures work in their basic form, the description of the models created for cell annotation and their comparison.
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Prediction of effects of single point mutations on protein-nucleic acids interactions
Štěpánková, Věra Tereza ; Novotný, Marian (advisor) ; Neuwirthová, Tereza (referee)
Single point mutations are the most common type of mutations and many of them can have pathogenic effects, it is therefore useful to be able to correctly and effectively predict their impact on a given protein. Proteins interacting with nucleic acids are essential for most cellular processes. Progress in computational methods and machine learning enables the development of increasingly high-quality tools for predicting the effect of mutations on proteins. An important category of these predictors are tools for predicting the effect of single point mutations on protein interactions with nucleic acids. This thesis focuses on currently available tools for prediction of missense mutation effect on protein-NA interactions, which predict quantitative changes in protein and nucleic acid affinity and estimate the severity of the mutation based on this change. Attention is also paid to methods for evaluating the quality of predictions of individual tools. Keywords: point mutation, prediction, interaction, mechanism
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Design, preparation and structural studies of biologically relevant protein variants of cancer-related Carbonic Anhydrase IX
Fejfarová, Adéla ; Maloy Řezáčová, Pavlína (advisor) ; Novotný, Marian (referee)
3 Abstract Carbonic anhydrase IX (CA IX) represents an attractive target for the development of anticancer drugs as it is overexpressed in various types of solid tumors. By its catalytic activity, CA IX assists the cancer cells to maintain the optimal intracellular pH and to acidify the extracellular milieu promoting tumor development. There are twelve enzymatically active carbonic anhydrases (CAs) present in human body, all sharing a high sequence identity and a typical β-sheet structural fold of the well-studied catalytic domain. Although, the activity of CAs is efficiently inhibited by sulfonamide-containing compounds, the design of inhibitor selective to the cancer-related CA IX has been hampered by the high sequence conservation. CA IX has several unique features compared to other members of the family, which investigation may help in the development of selective drug compounds. Namely, it is a type I transmembrane dimeric protein with unique N-terminal proteoglycan-like (PG) domain, extracellular catalytic domain, and short cytoplasmic C-terminal segment. The above denoted traits make CA IX subject of structure-based drug design efforts. However, the expression and purification in high yield as well as crystallization experiments has been challenging. Therefore, protein variant bearing six amino acid...
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Flat House Rozdrojovice
Zavřelová, Martina ; Sukop, Lukáš (referee) ; Novotný, Miloslav (advisor)
The subject of the bachelor's thesis is the development of project documentation for the new construction of an apartment building in Rozdrojovice. The apartment building is a detached building with nine residential units, four floors, basement. The main entrance to the building is from the south side of the building. There are nine apartment units on the upper floors, which are connected by a common main corridor with a staircase and an elevator. In the basement there are social rooms, cellar cubicles, a carriage house, a technical room and an air conditioning machine room. Each apartment on the second to fourth floor has a balcony or terrace. The structural system of the building is wall-built, transverse. The building is based on a reinforced concrete base plate. The vertical supporting structures are made of ceramic masonry. The insulation of the perimeter walls forming the envelope of the building is designed by a certified ETICS system. The ceilings are designed as monolithic reinforced concrete slabs woven around the perimeter. The roof is a flat single-layer vegetation. None of the housing units are designed as barrier-free for people with reduced mobility, but access to the building is barrier-free. If necessary, thanks to the spacious rooms and corridors in the ground-floor apartments, it is possible to change the disposition of one of the apartments to a barrier-free apartment. The material and color of the facade takes into account the design of the surrounding buildings. Each block is distinguished by a different facade color. Rainwater will be drained from the roof into the storage tank. Subsequently, it will be used in the internal separate rainwater system for flushing the toilet and watering the garden. Surplus water will be absorbed on the property into a seepage pit. The project also includes an energy label. The designed apartment building belongs to the classification class "A - extremely economical".
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Proposal to Expansion of Investment Portfolio of Hedge Fund
Novotný, Marek ; Bílek, Michael (referee) ; Rejnuš, Oldřich (advisor)
The work focuses on expanding the investment portfolio of hedge funds. It analyzes and evaluates American companies with connections to AI development. The theoretical section defines legal and analytical terms. In practice section, selection is made according to the fund's statute, and securities are assessed using analyses and methods. Stocks are verified using Altman's Z-score, and the results are utilized to propose portfolio expansion.
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Family House Pohořelice
Čech, Patrik ; Novotný, Miloslav (referee) ; Novotný, Miloslav (advisor)
The subject of this bachelor's thesis is the design of project documentation for the construction of a family house in Pohorelice. The house is designed as two floors. The structural system is wall, made of aerated concrete blocks. The building is based on the foundation strips of plain concrete. The ceiling structures are designed as monolithic reinforced concrete. The building is covered with a flat single-skin roof. The external walls are insulated with a contact insulation system.
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Family House Brno-Dolní Heršpice
Nazaruk, David Mychajlovyč ; Novotný, Miloslav (referee) ; Novotný, Miloslav (advisor)
The subject of this bachelor thesis is to create project documentation for a new family house in the city of Brno in the municipal district of Dolní Heršpice The building is to be located in a developing area for the construction of family houses. The building is detached and should serve for living up to 6 persons. The building is designed as a two-storey building with a terrace and a gardent. Both floors are above the ground. The roofing is created by contact flat roof. The structural system of the house is a transverse wall system, made of ground ceramic bricks of HELUZ FAMILY 2IN1 type with integrated polystyrene foam. The building is based on the foundation strips of plain concrete. The ceiling structure is designed from HELUZ ceramic ceiling panels. The staircase connecting all floors is monolithic and the roofing is designed with a flat single-skin roof.
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A case study of physiotherapeutics treatment of a patient diagnosed with TEP of the knee joint
Novotný, Matyáš ; Martínek, Milan (advisor) ; Nováková, Tereza (referee)
Author: Matyáš Novotný Supervisor: Mgr. Milan Martínek, Ph.D. Title: A case study of physiotherapeutic treatment of a patient diagnosed with TEP of the knee joint Objectives: The aim of this bachelor thesis is to elaborate the theoretical background related to the diagnosis of TEP of the knee joint. The special part of the bachelor thesis is prepared in order to keep a case report of a patient after knee TEP implantation and to record the effects of selected physiotherapy care procedures. Methods: This bachelor thesis consists of theoretical and special part. The theoretical part deals with a literature search to understand the structure and function of the knee joint from the perspective of anatomy, kinesiology and biomechanics. The thesis also describes the problem of osteoarthritis and its therapeutic interventions, types of total knee arthroplasty and the surgical procedure for its implantation. The theoretical part in its conclusion focuses on the possibilities of solving the subsequent rehabilitation after knee joint TEP implantation. The special section includes the initial and outcome kinesiological examination, goals of therapeutic care and a thorough record of therapeutic units. Data for the development of the special section were collected in the Rehabilitační klinika Malvazinky....
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