Browsing by Advisor
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Detecting Crohn’s disease from high resolution endoscopy videos: the thick data approach
(2023)Detecting diseases in high resolution endoscopy videos can be done in several ways depending on the methodology for detection. One such method that has been a hot topic in the field of medical technology research is the ... -
Efficient path planning and battery management for electric vehicles
(2023)The rapid advancement in battery technology has brought electric vehicles (EVs) into reality, and the increasing adoption of autonomous electric vehicles (AEVs) has presented significant challenges. Existing research in ... -
Improving cataract surgery procedure using machine learning and thick data analysis
(2023)Cataract surgery is one of the most frequent and safe Surgical operations are done globally, with approximately 16 million surgeries conducted each year. The entire operation is carried out under microscopical ... -
Medical workflow design and planning using Node-Red data fusion
(2021)The space of clinical planning requires a complex arrangement of information, often not capable of being captured in a singular dataset. As a result, data fusion techniques can be used to combine multiple data sources ... -
Multi-timeframe algorithmic trading bots using thick data heuristics with deep reinforcement learning
(2022)This thesis presents an augmented Artificial Intelligence (AI) algorithmic trading approach that combines Thick Data Heuristics (TDH), with Deep Reinforcement Learning (DRL), to successfully learn trading execution timing ...