Browsing TKD - Master i Anvendt data- og informasjonsteknologi (ACIT) by Author "Halvorsen, Pål"
Now showing items 1-13 of 13
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AI-based clipping of booking events in soccer
Rognerud, Robin (Master thesis, 2023)Manual clipping is currently the gold standard for extracting highlight clips from soccer games. However, it is a costly, tedious, and time-consuming task that is impractical and unfeasible for, at least, lower-league games ... -
Analyzing and Benchmarking the Performance of Different Cloud Services for Agile App Deployment
Hiorthøy, Mikkel (Master thesis, 2023)Cloud computing has become a popular method for organizations to deploy and host websites. The cloud offers several innovative solutions and services for these tasks, but they also bring new challenges. Selecting the ... -
Automated reporting system using deep convolutional neural network in the medical domain
Subedi, Matrika (MAUU;2021, Master thesis, 2021)Nowadays, in the healthcare sector, a massive volume of medical data sources is available. The data is growing at 153 Exabytes in 2013 and an estimated 2,314 exabytes in 2020 (Turner, Gantz et al. 2014). The medical data ... -
Cloud Operations to Support UX and Accessibility for Crowdsourced Online Survey Framework Deployment
Øvstedal, Bjørge Seim (Master thesis, 2023)This study investigates different cloud service providers (CSPs) and their deployment platforms in terms of user friendliness and experience. With the help of Docker virtualization, allowing to create an isolated environment, ... -
Conditional Deep Generative Models for Generating Synthetic Electrocardiograms
Upreti, Ramesh (Master thesis, 2023)Using artificial intelligence (AI)-based diagnostic tools to assist healthcare professionals has increased significantly in recent years. However, AI is a heavily data-driven approach. Because of lack of data and especially ... -
Deep learning for automated polyp detection and localization in colonoscopy
Patra, Amita (Master thesis, 2022)Gastrointestinal (GI) tract comprises organs from mouth to anus. Multiple diseases can occur in the GI tract. Among the different diseases in the digestive system, the most commonly found cancer in the gastrointestinal ... -
An evaluation of using transformer networks for ECG Analysis
Yawar, Syeda Ambreen (Master thesis, 2023)Electrocardiogram (ECG) is a simulated recording of heart activity in electrical signals. It carries essential clinical information in the form of amplitude and timing. It is used to monitor and analyze the functionality ... -
Impact of different type of Child Avatar Interactions on user Quality of Experience
Hals, Alexander William Ingvarsson (ACIT;2022, Master thesis, 2022)Conducting an interview and communicating with children that have experienced traumatic situations can be difficult. Norway’s Child Protective services received in 2017 over 58.580 reports about child maltreatment and ... -
An Investigation into using Deep Convolutional Neural Networks for ECG Analysis
Hameed, Mohammad Awais (Master thesis, 2023)In this day and age, the fascination surrounding deep learning and AI is at its absolute peak. Both in terms of hype and controversy the current interest level is unprecedented, with exciting developments happening at a ... -
Polyps segmentation using synthetic images generated by GAN
Fagereng, Jan André (ACIT;2022, Master thesis, 2022)Early identification of polyps in the lower gastrointestinal (GI) tract can lead to prevention of life-threatening colorectal cancer. Multiple studies have shown that up to 28% of polyps might be missed during ... -
Smart chatbot
Sultan, Shairaz (ACIT;2022, Master thesis, 2022)Chatbots or smart conversational chatting machines are being built using Artificial Intelligence and machine learning technologies to solve the existing problems in the area of natural language processing. Thanks to the ... -
Soccer athlete performance prediction using time series analysis
Ragab, Nourhan (ACIT;2022, Master thesis, 2022)Regardless of the sport you prefer, your favorite athlete has almost certainly disappointed you at some point. Did you jump to a conclusion and dismissed it as "not their day"? Or, did you consider the underlying causes for ... -
Soccer highlight website design: Improving current interface and proposing universal design and accessibility principles.
Pranoto, Ernest (ACIT;2021, Master thesis, 2021)In today's increasingly technological world, all of the information we have are presented digitally through the internet, with a website as the main vehicle to deliver digital activities (Derong Lin et al, 2009). As the ...