Challenges of integrating machine learning in rock engineering design

There is an increasing interest in applications of machine learning to solve mining and geotechnical problems; this is made easier thanks to user-friendly and open source machine learning codes and improved computational power. The benefit of incorporating machine learning in rock engineering design are apparent, including the reduction in the time required to sort and […]

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Advancing an Intelligent Transportation Data Platform and Environmental Sensing to Promote Sustainable Cities

Transportation services, ranging from public buses to private logistic fleets, could benefit significantly from the introduction of Roger’s 5G wireless networks. This project has a primary objective to support UBC’s efforts to achieve its 2050 GHG emission reduction goals with emphasis on reduction of GHG and air pollutant emissions from transportation services.

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Fully Automated End to End Analysis of Non-small-cell Lung Carcinoma using Deep Learning Techniques.

Deep learning in medical imaging analysis has revolutionized the field in areas such as computer-aided detection and segmentation of clinical abnormalities. Several studies have been published on lung cancer screening using deep learning methodologies. Specific to lung cancer screening, algorithms have been trained to automatically detect and diagnose lesions in the lungs in low dose […]

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L’incubation au sein d’une structure coopérative : quels leviers et obstacles au développement de l’agriculture urbaine au Québec ?

L’agriculture urbaine est une expertise québécoise qui tend à se développer fortement ces dernières années, à travers le développement de nombreuses structures commerciales. La Centrale Agricole est l’une d’entre elles : c’est une structure coopérative d’incubation d’entreprises agricoles urbaines. À travers les services et les biens qu’elle offre à ses membres, ainsi que les conseils […]

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Innovations in Municipal Bylaw Adjudication

This research will look at existing and possible innovations that would make municipal bylaw enforcement and adjudication in Saskatchewan more accessible, effective and efficient and would reduce the involvement of the formal court system. This may build on the example of regional co-operation offered by the Municipal Bylaw Court in Kindersley, and it may include […]

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The effects of internal dialyzer hemodynamics on the development of microvascular dysfunction during hemodialysis in healthy and chronic renal failure rats

Patients with end-stage renal failure (ESRF) require hemodialysis (HD) to clear their blood from metabolic waste products. While generally considered mildly invasive, research shows that HD can induce severe side effects, often affecting microvascular blood flow in tissue. We successfully developed a small animal model that allows us to successfully dialyze laboratory rats (approx. 250 […]

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Quantum Training of Neural Networks

We are witnessing an explosion in the use of machine learning (ML) algorithms with significant impacts on the world’s economic and social activities. The backbone of a machine learning algorithm is a deep neural network which is composed of hundreds to thousands of neurons. To make the neural networks (NNs) functional, they need to be […]

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Improving Monitoring and Decision-making with Uncertain Sensor Data

Terrestrial contaminated sites – such as abandoned oilfields, chemical spill sites, or former industrial zones – are a major environmental problem in Canada and around the world. Environmental Material Science has created new environmental monitoring equipment that generates high-resolution spatially and temporally explicit data on environmental quality. The data must be visualized and then used […]

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AI Based Video Assessment of Walking Speed (Gait)

Aging adults want to age in place in their homes to remain in their community of friends, family and activities. This independence for many depends on the support of family care givers such as spouses or adult children that may live separately or work outside the home. The use of ambient sensors in the home […]

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