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Feasibility Study On The Characterization Of Mars Atmospheric And Surface Features In Spacecraft Images By Machine Learning And Similar Automated Methods, Hind Hassan Alriyami Mar 2023

Feasibility Study On The Characterization Of Mars Atmospheric And Surface Features In Spacecraft Images By Machine Learning And Similar Automated Methods, Hind Hassan Alriyami

Theses

This thesis is focused on automated detection of Mars atmospheric and surface features in spacecraft images based on machine learning and similar automated methods using crater detection algorithm (CDA) software, named DeepMars2 algorithm. The purpose of this study is to perform machine learning to detect coarse and high-resolution topography craters on mars. The algorithm is applied to two digital elevation models (DEMs) of the Mars surface with high and coarse resolution in order to identify craters using machine and deep learning methods. The DEMs are based on the satellite instruments MOLA/MGS (Mars Orbiter Laser Altimeter/Mars Global Surveyor) and HRSC/MEX (High …


Energy Performance Of Double Skin Façade For High-Rise Residential Building In Abu Dhabi, Narmeen Tariq Abu Hilal Mar 2023

Energy Performance Of Double Skin Façade For High-Rise Residential Building In Abu Dhabi, Narmeen Tariq Abu Hilal

Theses

The hot climate of the UAE generates unique challenges for architects and building engineers looking for energy efficiency in high-rise residential buildings. The use of glass building facades has been increased; this type of façade usually comes with a high air-conditioning cost due to the higher heat gain. To design energy-efficient buildings, it is essential to adapt the principles of sustainability and innovative transparent glass façade design into practice as the building facade is a major element in determining the amount of energy used in buildings. Construction details, methods, and materials of the residential building facade play an important role …


التفكير الاستباقي وإدارة الأزمات (دولة الامارات العربية المتحدة نموذجاً), عائشة عبدالله اليماحي Mar 2023

التفكير الاستباقي وإدارة الأزمات (دولة الامارات العربية المتحدة نموذجاً), عائشة عبدالله اليماحي

Theses


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Proactive Thinking and Crisis Management (The Case of United Arab Emirates)

The aim of this study was to identify intellectual approaches to crisis management and their impact on national security in the United Arab Emirates. The study also evaluated the impact of proactive thinking in crisis management on national security in the UAE. The decision-making and systems methodology was used as the general method for the study. The study addressed the importance of proactive thinking and crisis management, determinants of crisis management, determinants of using proactive thinking in the UAE, proactive thinking and the management of the Gulf-Qatar crisis, …


Emerging Trends And Challenges Of Corporate Social Responsibility: The Case Of The United Arab Emirates, Noura Eisa Al Harasi Mar 2023

Emerging Trends And Challenges Of Corporate Social Responsibility: The Case Of The United Arab Emirates, Noura Eisa Al Harasi

Theses

This research shed light on the concept of Corporate Social Responsibility (CSR) in the United Arab Emirates (UAE) by examining the trends, benefits, and challenges of CSR in the UAE. The research contributed to the literature in the field of CSR by providing a comprehensive understanding of the concept in a non-Western context that can represent a generalizable model, not only for the UAE, but also for Gulf Cooperation Council (GCC) countries that share similar corporate culture with the UAE. In this regard, the research serves as a reference work into CSR beyond the UAE as it answered the following …


The Cost Of Connectivity - Assessing The Impact Of Superblock Road Design Costs On The Distance, Directness, And Diversity Of Pedestrian Routes, Rim Ibrahim Anabtawi Mar 2023

The Cost Of Connectivity - Assessing The Impact Of Superblock Road Design Costs On The Distance, Directness, And Diversity Of Pedestrian Routes, Rim Ibrahim Anabtawi

Theses

Superblocks have been massively constructed and cover a remarkable amount of Abu Dhabi’s urban landscape. Recent research has shown that Abu Dhabi’s superblocks promote car dependency, which dominates approximately all local transportation, and results in increases in fossil fuel consumption, increase in greenhouse gas emissions, and negative impacts on air quality. This thesis, along with multiple recent studies, addressed this issue, looking at the different designs of internal road networks of residential superblocks in order to better understand their connectivity. The evaluation of different network designs used in the city’s superblocks has provided valuable insights by which to support and …


المرفق الصحي بين متطلبات النظام العام وﻣﺒﺪأ اﺳﺘﻤﺮارﯾﺔ المرفق العام ﻓﻲ الظروف اﻻﺳﺘﺜﻨﺎﺋﯿﺔ, مهرة ﺳﻌﯿﺪ الظاهري Mar 2023

المرفق الصحي بين متطلبات النظام العام وﻣﺒﺪأ اﺳﺘﻤﺮارﯾﺔ المرفق العام ﻓﻲ الظروف اﻻﺳﺘﺜﻨﺎﺋﯿﺔ, مهرة ﺳﻌﯿﺪ الظاهري

Theses

The spread of the Corona virus clearly affected the work of public utilities in the country, so it disrupted some of them and modified the way others work. The spread of the pandemic led to the innovation of new ways and means that were not familiar with the functioning of public utilities. One of the most important of these means is remote work, which is done through means Modern communication, including the Internet.
The study sought to achieve several objectives, including clarifying the principle of continuity of the public facility in normal and exceptional circumstances, and clarifying the rules and …


Design And Assessment Of A Leo Gnss Miniconstellation For Positioning, Navigation, And Timing (Pnt), Mariya Abdulkhaleq Mohamad Mar 2023

Design And Assessment Of A Leo Gnss Miniconstellation For Positioning, Navigation, And Timing (Pnt), Mariya Abdulkhaleq Mohamad

Theses

Recently, there has been a resurgent demand in the United Arab Emirates for more accurate positioning, navigation, and timing signals, especially for some targeted applications such as autonomous vehicles and flying taxis. The existing Global Navigation Satellite Systems (GNSS) provide real-time positioning accuracy for up to several meters, while the targeted applications require fast convergence of centimeterlevel positioning accuracy. Recent studies have shown that transmitting GNSS signals from a Low Earth Orbit (LEO) instead of a Medium Earth Orbit (MEO) would enhance positioning accuracy. The main objective of this thesis is to design and simulate an optimum scenario of a …


Using Switchable Solvents For Enhanced Biodiesel Production, Eyad Abdel Rahman Sowan Mar 2023

Using Switchable Solvents For Enhanced Biodiesel Production, Eyad Abdel Rahman Sowan

Theses

This thesis presents a sustainable approach to biodiesel production using in-situ technology for direct conversion of microalgae-to-biodiesel. The proposed method operates on wet, untreated microalgae, thereby eliminating the cost/energy intensive drying and cell disruption steps. Owing to their favorable properties, the use of enzymes, specifically lipase, as a catalyst for the process was suggested over acid/base catalysts. However, the high cost of the enzyme necessitates its reuse at sustained activity for the process to be economically feasible. The use of non-toxic green solvents, such as switchable solvents, as an alternative to conventional organic solvents was a significant challenge for the …


Urologic Sequelae Following Phalloplasty: An Explanation Of Common Complications Following Transmale Gender Affirmation Surgery, Michelle Kittleman Mar 2023

Urologic Sequelae Following Phalloplasty: An Explanation Of Common Complications Following Transmale Gender Affirmation Surgery, Michelle Kittleman

Theses

Medical advancement and societal acceptance in recent years has paved the way for gender affirmation surgery to become a growing subspecialty, with more transgender individuals seeking permanent methods to treating gender dysphoria. In a 2016 report from the American Society of Plastic Surgeons (ASPS), there had been a 20% increase in female-to-male gender affirmation surgeries over the past year, totaling over 1,700 surgeries (Schardein, 2020). Those seeking genital gender affirmation surgery, also known as ‘bottom’ surgery (Puckett, 2018), often have goals pertaining to the ability to urinate upright, with secondary goals relating to sexual penetration functions. Gender reconstruction procedures, such …


The Three-Dimensional Visualization Of Mars Dust Storms Based On Deriving Digital Elevation Maps From Satellite Imagery, Meirah Ali Alzeyoudi Mar 2023

The Three-Dimensional Visualization Of Mars Dust Storms Based On Deriving Digital Elevation Maps From Satellite Imagery, Meirah Ali Alzeyoudi

Theses

This work focuses on generating a Three-Dimensional Visualization of Mars's local dust storms utilizing satellite images from publicly available archives. The work aimed to create a Three-Dimensional Visualization of two Local Dust storms, the first local dust storm occurred on May 20, 2020, in the Chryse Planitia Region of Mars, while the second one occurred on 8 June 2021, on the northern side of the Utopia Planitia Region of Mars. The visualization will assist in providing a better understanding of the dynamics of Dust Storms on Mars by indicating and analyzing the main features of dust storms on Mars. Also, …


Mathematical Models For Thalassemia, Hamda Mohammed Al Dhaheri Mar 2023

Mathematical Models For Thalassemia, Hamda Mohammed Al Dhaheri

Theses

Thalassemia is a genetic blood disorder caused by gene mutation or deletion in a blood protein called hemoglobin. Treatment of thalassemia requires a life-long blood transfusion and removal of excessive iron in the blood stream, which usually causes a big pressure on health care systems. Various forms of thalassemia control measures have been used to reduce the prevalence of thalassemia major. This has resulted in a substantial reduction in the prevalence of thalassemia. However, the thalassemia carrier population remains high, which could lead to an increase in the thalassemia major population through carrier-to-carrier marriages. Thus, we developed two mathematical models …


Molecular Characterization Of Germination Of Date Palm Seeds Maintained At Microgravity In Outer Pace (International Space Station), Wesam Izzeldeen Khader Mar 2023

Molecular Characterization Of Germination Of Date Palm Seeds Maintained At Microgravity In Outer Pace (International Space Station), Wesam Izzeldeen Khader

Theses

Over the past decade, the UAE has experienced unprecedented innovations in the space sector. Collaborating closely with universities and space agencies around the world, the country's efforts have advanced steadily but quietly under the public radar. The proposed research focuses on basic research to complement the UAE initiative to send date palms to Mars for future space missions. Plant growth analysis of date palm seeds was performed after maintaining at zero gravity in outer space in the International Space Station (ISS) and simultaneously under normal gravity at ground level. In this context, this work was carried out to analyze the …


المواجھة الجنائیة للشائعات في التشریع الإماراتي – دراسة مقارنة, ھدى راشد العلوي Mar 2023

المواجھة الجنائیة للشائعات في التشریع الإماراتي – دراسة مقارنة, ھدى راشد العلوي

Theses

Spreading and propagating rumors is a dangerous weapon that causes the disintegration of nations and creates anxious societies plagued by psychological wars and internal strife, these acts have caused legal problems, especially with the advent of social media, which has paved the way for their commission. Penal provisions guaranteeing adequate criminal protection against the perpetrators of such acts, The United Arab Emirates' legislation is one of these penal legislations, which pays attention to the legal regulation of this crime by punishing the perpetrator by the Criminal and Penal Code, the Military Penal Code and the Law on Combating Rumours and …


Generating Synthetic Satellite Images Of Mars Dust Storms Based On Radiative Transfer Models, As A Follow-On Application Of Marswrf Dust Cycle Simulations, Fatima Ali Alkaabi Mar 2023

Generating Synthetic Satellite Images Of Mars Dust Storms Based On Radiative Transfer Models, As A Follow-On Application Of Marswrf Dust Cycle Simulations, Fatima Ali Alkaabi

Theses

Dust is a fundamental component of the Martian atmosphere; it plays a vital role in the planet's climate system and atmospheric variability. For these reasons, it is considered one of the essential keys to understanding the Martian atmosphere's behavior. The dust events on Mars range from local/regional dust storms that occur every Martian year to global dust storms that have only been observed, on average, once every 3-4 Martian years. The large regional and global dust storms have strong thermal and dynamic effects on the atmosphere. MarsWRF is a Mars version of the terrestrial numerical weather and climate model WRF …


ﻣﺴﺘﻮﯾﺎت رﺿﺎ اﻟﺠﻤﮭﻮر ﻋﻦ ﻣﺪى اﻹﺳﺘﺠﺎﺑﺔ ﻹﺣِﺘﯿﺎﺟﺎﺗﮫ ﻓﻲ ﻣُﺆﺳﺴﺎت اﻹدارة اﻟﻌﺎﻣﺔ اﻟﺨَﺪﻣِﯿﺔ: "دراﺳﺔ إﺳﺘﻄﻼﻋﯿﺔ ﺗﺤﻠﯿﻠﯿﺔ ﻓﻲ إﻣﺎرة أﺑﻮظﺒﻲ", ﺣﻠﯿﻤﺔ ﺳﻌﯿﺪ اﻟﮭﺎﻄﻟﻲ Mar 2023

ﻣﺴﺘﻮﯾﺎت رﺿﺎ اﻟﺠﻤﮭﻮر ﻋﻦ ﻣﺪى اﻹﺳﺘﺠﺎﺑﺔ ﻹﺣِﺘﯿﺎﺟﺎﺗﮫ ﻓﻲ ﻣُﺆﺳﺴﺎت اﻹدارة اﻟﻌﺎﻣﺔ اﻟﺨَﺪﻣِﯿﺔ: "دراﺳﺔ إﺳﺘﻄﻼﻋﯿﺔ ﺗﺤﻠﯿﻠﯿﺔ ﻓﻲ إﻣﺎرة أﺑﻮظﺒﻲ", ﺣﻠﯿﻤﺔ ﺳﻌﯿﺪ اﻟﮭﺎﻄﻟﻲ

Theses

To maintain the efficiency of government services in the Emirate of Abu Dhabi, the government agencies are interested in measuring public satisfaction with various aspects of their performance, such as the level of responsiveness to the needs of the public, the quality of services provided, and the behavior of employees during their daily work. To maintain customer public service standards and to achieve high levels of customer satisfaction in various government departments, these institutions have developed practical public service quality criteria to achieve the Abu Dhabi government's key performance indicators. However, many relevant studies do not reflect the actual performance …


Intrinsic Programmed Death Ligand 1 (Pd-L1) Role In Promoting Triple Negative Breast Cancer (Tnbc) Progression, Duaa Salem Alkaabi Mar 2023

Intrinsic Programmed Death Ligand 1 (Pd-L1) Role In Promoting Triple Negative Breast Cancer (Tnbc) Progression, Duaa Salem Alkaabi

Theses

This thesis is concerned with Triple Negative Breast Cancer (TNBC), which is characterized by lack of estrogen, progesterone, and HER2 receptors expression, making targeted drugs ineffective. TNBC has a high proliferative rate, which results in a poor prognosis. Chemotherapy, the primary treatment for metastatic breast cancer, is not an ideal choice due to its toxicity towards normal cells. Therefore, Cancer-targeted therapy has been developed to improve the specificity and strength of the immune system against cancer cells. PD-L1 is an immunosuppressive protein that inactivates T cells by binding to the inhibitory receptor PD-1. The clinical use of PD-L1 blockade agents …


Application Of E-Learning In The Smart City Projects, Asma Ghanim Al Arai Feb 2023

Application Of E-Learning In The Smart City Projects, Asma Ghanim Al Arai

Theses

The concept of smart city is getting popular over time. It uses communication of technology and information to maximize operational organization. It shares information among the public to improve citizen welfare and the services of the government. Smart learning or E-learning is also one of the components of a smart city. Cities are the crucible hub of human innovation. Through smart cities, the community strives to integrate and cover environmental, bio, digital and financial technologies to solve urban problems. The E-learning process is based on formalized teaching, and it enhances with the help of electronic resources. Internet and computers play …


Water Quality Assessment In Smart Cities In India, Asma Adel Rashed Alsuwaidi Feb 2023

Water Quality Assessment In Smart Cities In India, Asma Adel Rashed Alsuwaidi

Theses

This research aims at assessing the quality of water in India for the case of the 100 smart cities initiative in 2015 (Hoelscher, 2015) and propose which cities are eligible for the smart city design. K-mean and Hierarchical clustering techniques are used to divide 614 water monitoring locations in India into 6 different clusters and WHO water quality parameters are used as reference to suggest eligibility of each monitoring location for becoming a smart city. Results of this study can help planners to speed up the process of assessment and take necessary actions to enhance the water quality. The information …


Understanding Scoliosis: What Caregivers And Patients Need To Know, Megan Moore Feb 2023

Understanding Scoliosis: What Caregivers And Patients Need To Know, Megan Moore

Theses

Scoliosis is an abnormal curvature of the vertebral column that typically occurs in children approaching puberty. 80% of scoliosis cases are idiopathic (Scoliosis Research Society, 2022). The severity of a scoliosis curve is measured in degrees and is usually diagnosed when it is greater than 10 degrees. A severe curve exceeds 45 to 60 degrees and can require surgical treatment (Scoliosis Reduction Center, 2020). Severe scoliosis causes physical deformities, such as unaligned ribs, hips, and shoulders, but also may reduce the amount of space in the chest, affecting the function of the heart and lungs (Mayo Clinic, 2022). The purpose …


Road Traffic Management Using Vehicle-To- Everything (V2x) Communication, Azzeddine Ben Khadra Feb 2023

Road Traffic Management Using Vehicle-To- Everything (V2x) Communication, Azzeddine Ben Khadra

Theses

Traffic congestion is the primary concern in dense cities; while the increased number of automobiles is becoming uncontrollable in some cities, it is more challenging to manage or change how people use cars. To contribute to solving traffic congestion in cities, this project examines the study of transferring vehicles to be competent in a way that can help the government entities analyze the received vehicles’ data and for better decisions on reducing traffic congestion as well as the real-time monitoring of traffic wherever it is located using the Vehicle-to-Everything (V2X) communication methodology. This study proposes a hardware “system” that can …


Empirical Investigations And Dataset Collection For American Sign Language-Aware Personal Assistants, Abraham Trout Glasser Feb 2023

Empirical Investigations And Dataset Collection For American Sign Language-Aware Personal Assistants, Abraham Trout Glasser

Theses

Proliferation of voice-controlled personal-assistant devices poses accessibility barriers for Deaf and Hard of Hearing (DHH) users. It is estimated that 128 million people use a voice assistant in the United States, and 4.2 billion digital voice assistants being used around the world, e.g. through over 60,000 different smart home devices that support Amazon's Alexa, which is one instance of virtual assistants [97,134]. The ongoing (at the time of this dissertation) coronavirus pandemic has accelerated the uptake of home-based, voice-controlled devices. As artificial intelligence researchers and developers are working on American Sign Language (ASL) recognition technologies, Human-Computer Interaction (HCI) research is …


Smart Hvac System For A Residential House In Kerala, India And Study Of Green Building Regulations In Thrissur, Kerala, India And Dubai, Uae, Sariga Sunilkumar Feb 2023

Smart Hvac System For A Residential House In Kerala, India And Study Of Green Building Regulations In Thrissur, Kerala, India And Dubai, Uae, Sariga Sunilkumar

Theses

The objective is to analyze the green building regulations in Dubai, UAE and Thrissur, Kerala. By comparing these regulations. An understanding of the factors that impact the residents of the building built using these green building regulations and what can be learned from each regulation, and if there is a common factor connecting these two cities with different climates. The rising temperatures in fact have reduced similarities between the two, as Thrissur is a tropical wet climate and Dubai is hot however the temperatures and humidity levels during the summer are similar. The comparative analysis will allow for the determination …


House Price Prediction Using Machine Learning Model, Abdulla Alfalasi Feb 2023

House Price Prediction Using Machine Learning Model, Abdulla Alfalasi

Theses

Data Analytics and Machine Learning play an important role in extracting insights and patterns from datasets. The primary objective of using the above techniques for real world problems is to understand the intricacies of the problem, which is impossible with the help of manual human effort. The below chart shows the price trend (per sq. ft) over the past 10 years in Dubai, with a steady rise during the years from 2014. The 2020 pandemic plummeted the global prices due to the lack of demand and travel restrictions, which is clearly depicted in the chart. But at the very end …


Predicting Food Safety Compliance For Food-Serving Establishments Inspections, Huda Amin Al Zarooni Feb 2023

Predicting Food Safety Compliance For Food-Serving Establishments Inspections, Huda Amin Al Zarooni

Theses

There is an enormous increase in the number of food-serving establishments with the growing urbanization, which increases the challenges for government organizations in supervising their compliance with the food safety code. Food-borne illnesses could result in severe health and economic impacts and require efficient surveillance to ensure public safety and eliminate the negative impacts. This challenge can be addressed by applying data analytics in supporting the government supervision role.

The inspections conducted by the Government generate a huge amount of data that can be leveraged by data analytics and improve the efficiency of the operations and optimize the service provided …


أثر استخدام تقنیة الاتصال عن بعد في المحاكمات الجزائیة على ضمانتي العلنیة والشفویة: دراسة مقارنة, الیازیة راشد السبوسي Feb 2023

أثر استخدام تقنیة الاتصال عن بعد في المحاكمات الجزائیة على ضمانتي العلنیة والشفویة: دراسة مقارنة, الیازیة راشد السبوسي

Theses

Remote litigation is an application of modern technology that countries have established and added to the judicial system. Remote attendance appeared more at the time of the Corona pandemic, as the countries that had not previously used modern means in their judicial system have begun to advance it, and this is in contrast to the countries that used this system before the emergence of this pandemic. Among the pioneering countries in using remote communication technology is the UAE, where it started using this technology in 2017, that is three years before the pandemic, when the legislator enacted a special law. …


First-Principles Calculations On The Electronic Structure, Mechanical, Vibrational, And Thermal Properties Of The Ca₃Bin Antiperovskite Alloy, Reem Maher Mohamad Feb 2023

First-Principles Calculations On The Electronic Structure, Mechanical, Vibrational, And Thermal Properties Of The Ca₃Bin Antiperovskite Alloy, Reem Maher Mohamad

Theses

Antiperovskites are the counterparts of perovskites. They have diverse properties that make them physically rich and technologically relevant. In the recent years, the alkaline earth based antiperovskites, especially the ones with small semiconductor bandgap, have captured tremendous attention due to their properties which make them efficient to be used in optoelectronic and thermoelectric applications. In this thesis, we are shading light on the alkaline antiperovskite ����3������ due to its narrow bandgap. Thus, it can be considered as a promising candidate for thermoelectric and optoelectronic applications. Specifically, it is used to harvest waste thermal energy into electricity at low …


Heat Transfer In Mini-Channel Heat Exchanger With Smooth And Pin-Fins Surfaces, Mohammed Molham Daadoua Feb 2023

Heat Transfer In Mini-Channel Heat Exchanger With Smooth And Pin-Fins Surfaces, Mohammed Molham Daadoua

Theses

This research aims to investigate heat transfer of single-phase and two-phase fluids in mini-channel heat exchanger with smooth and pin-fins surfaces. The main goal of the study is to develop a high-performance heat exchanger for thermal management in various processing applications. This research is carried out using computational fluid dynamics (CFD) modeling and experimentations. The proposed method is to use enhanced structured pin-fins surfaces in a mini-channel heat exchanger to improve heat transfer. The pin-fin microchannel heat exchanger is investigated using a CFD method with single-phase fluid (water, air). The experimental investigations are conducted using single-phase and two-phase fluid involving …


Assessing Ecosystem Health Through Contaminants In The Tijuana River National Estuarine Research Reserve, Nancy Torres Jan 2023

Assessing Ecosystem Health Through Contaminants In The Tijuana River National Estuarine Research Reserve, Nancy Torres

Theses

Although the Tijuana River Estuary (TRE) remains the largest, most-intact coastal wetland in Southern California, it has a history of major changes, much of this related to its location immediately north of the US / Mexico Border. One of the primary challenges is cross-border flows from the rapidly growing city of Tijuana, Baja California, Mexico, and the delivery of wastewater, debris, and sediment to sensitive coastal wetland ecosystems. There is a need to more fully investigate these environmental changes to assess the ecosystem health of the Tijuana River Estuary over time, especially related to pollution impacts. This can inform an …


Gatekeeping Access To Emergency Departments: A Survey Of Hmo Policies, Regina Conway-Phillips Jan 2023

Gatekeeping Access To Emergency Departments: A Survey Of Hmo Policies, Regina Conway-Phillips

Theses

The purpose of this study is: (1) to determine if the practice of "gatekeeping" to control access to emergency departments by clients is a prevalent practice in nationwide Health Maintenance Organizations (HMOs}; (2) to determine if a consistent HMO-wide definition of "life-threatening" emergency medical condition exists; (3) to delineate emergency triage systems used by HMOs; (4) to determine what medical directors perceive is the impact of gatekeeping access to emergency department (ED} services on the timeliness of HMO members receiving ED services; and (5) to see if differences exists in for-profit and non-profit HMO gatekeeping policies.


From Fully-Supervised Single-Task To Semi-Supervised Multi-Task Deep Learning Architectures For Segmentation In Medical Imaging Applications, S M Kamrul Hasan Jan 2023

From Fully-Supervised Single-Task To Semi-Supervised Multi-Task Deep Learning Architectures For Segmentation In Medical Imaging Applications, S M Kamrul Hasan

Theses

Medical imaging is routinely performed in clinics worldwide for the diagnosis and treatment of numerous medical conditions in children and adults. With the advent of these medical imaging modalities, radiologists can visualize both the structure of the body as well as the tissues within the body. However, analyzing these high-dimensional (2D/3D/4D) images demands a significant amount of time and effort from radiologists. Hence, there is an ever-growing need for medical image computing tools to extract relevant information from the image data to help radiologists perform efficiently. Image analysis based on machine learning has pivotal potential to improve the entire medical …