Browsing Computer Science electronic theses and dissertations (MU) by Thesis Semester "2023 Spring"
Now showing items 1-10 of 10
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A comprehensive web-based platform for multi-omics data-driven phenotype prediction and marker discovery
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 5/1/2024] The G2PDeep-v2 server is a comprehensive web-based platform powered by deep learning, providing phenotype prediction and markers discovery. Despite the availability of similar phenotype prediction ... -
Continuous anticipation of acute kidney injury in the ICU
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 5/1/2024] Acute kidney injury (AKI) is a syndrome characterized by the abrupt loss of excretory function of the kidney. It is often diagnosed by the buildup of end products of nitrogen metabolism (urea and ... -
Conversation understanding and realistic artificial crash data generation with deep learning
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 5/1/2024] This dissertation focuses on conversation understanding and realistic crash data generation with deep learning. Conversation understanding includes conversational outcome, formality, and politeness ... -
Explainable parts-based concept modeling and reasoning
(University of Missouri--Columbia, 2023)State-of-the-art artificial intelligence (AI) learning algorithms heavily rely on deep learning methods that exploit correlation between inputs and outputs. While effective, these methods typically provide little insight ... -
GPU implementation of video analytics algorithms for aerial imaging
(University of Missouri--Columbia, 2023)This work examines several algorithms that together make up parts of an image processing pipeline called Video Mosaicing and Summarization (VMZ). This pipeline takes as input geospatial or biomedical videos and produces ... -
Increase students learning effectiveness and promote active learning in sexual health and body image through VR technology
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 5/1/2024] Virtual reality (VR) is becoming more popular in the field of education. Consequently, studies have investigated the implantation of VR, and the design and development aspects of creating VR ... -
Intelligent orchestration of computation and networking for drone swarm applications
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 5/1/2024] Drone swarms that are equipped with high-resolution sensors and video cameras can benefit many applications (e.g., disaster response management, smart farming, traffic control). This requires ... -
Multi-modal and multi-dimensional biomedical image data analysis using deep learning
(University of Missouri--Columbia, 2023)There is a growing need for the development of computational methods and tools for automated, objective, and quantitative analysis of biomedical signal and image data to facilitate disease and treatment monitoring, early ... -
Next-generation DevOps for network and compute-intensive applications
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 5/1/2024] DevOps has emerged as a critical technology/practice in the era of rapid digital transformation, significantly enabling automation and streamlining the software as well as infrastructure development ... -
Web development for P3DB and Fatplants
(University of Missouri--Columbia, 2023)Researchers working in plant biology have a wealth of data collected by labs across the globe to assist them in their studies. There are massive databasesS containing phosphorylation data, proteins, genes, and interaction ...