Development of Prophylactic Therapy to Reduce COVID-19 Infections

Working with Avicanna Inc., a Canadian biopharmaceutical company with advanced natural cannabinoid solutions, we will develop an easy-to-use preventative treatment, in the form of a mouthwash and/or throat gargle product, for both clinical and at-home use. A critical step of the infection is when the virus enters human host cells, which is enabled by the […]

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Understanding Empirical Risk Minimization via Information Theory

Deep neural network (DNN) is a class of machine learning algorithms which is inspired by biological neural networks. Learning with deep neural networks has enjoyed huge empirical success in recent years across a wide variety of tasks. Lately many researchers in machine learning society have become interested in the generalization mystery: why do overparameterized DNN […]

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Investigation of a Helical Pile Reinforced Railway Embankment over Soft Soils

To provide an economic solution to Canada’s ageing rail infrastructure, this project will investigate the use of helical piles in reinforcing railway embankments. This research will consist of the in-field monitoring of both test piles and a helical pile reinforced embankment. Prior to the embankment field investigation, test piles will be analyzed to provide a […]

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Resili, a case study: An evaluation for improved user experience in DBT skills apps

This project seeks to build the body of academic understanding on how to effectively deliver a mental health skills-based intervention through a mobile app. The analysis will be done through retrospective and live analysis of the Resili app, a publicly available mHealth app which promotes strong mental health through the administration of a Dialectical Behaviour […]

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Digitized neuroanatomical map of the human saphenous nerve

Overactive bladder (OAB) is an incurable, chronic medical condition that is characterized by symptoms of urgency, frequency, nocturia and urinary incontinence. It affects approximately 18% of adults and over 30% of the elderly population. Saphenous nerve stimulation is a novel therapy aimed at treating OAB patients. It offers an alternative to bladder medication, which can […]

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BIM-based Seismic Performance Assessment of Buildings for Post-Earthquake Rehabilitation

As many of the existing buildings are reaching almost the end of their actual design life, new buildings are replacing them with more innovative and complicated technologies. At the same time, there are concerns and uncertainties about probabilistic structural failures and undesired structural system behaviors. The performance of these building under loads such as earthquakes […]

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Measuring up? Assessing approaches used to measure the effectiveness of protected areas at conserving biodiversity

The world is currently facing a biodiversity crisis driven by the loss and degradation of habitat resulting from the conversion of natural areas to agricultural land and urban development. To combat this biodiversity crisis, the government committed to Convention of Biological Diversity and national targets of protecting at least 17% of terrestrial land through network […]

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Deep Language models for Visual analytics of diversity and inclusion

The project will build an Artificial Intelligence-powered Bias Detection tool to identify bias and discrimination faced by employees of a company. The tool will take in free-text content from employee surveys, internal reviews and social media, and produce a score indicating whether the author of the content is likely facing or exhibiting bias. Algorithms will […]

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Canadian Zeolites for Integrated Desalination, Nutrient Recovery and Bioremediation

Natural Canadian zeolite is an attractive mineral for the restoration of lands disturbed by the extraction of natural resources such as metals, oil and gas. Dr. Wonjae Chang’s Environmental Engineering Lab developed a dualmineral prototype, using Canadian zeolites, for the desalination of potash brine-impacted water. Dr. Chang also demonstrated the significant accumulation of residual potassium […]

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Next-Generation Precision Medicine Solutions – Diagnostics

As personalized medicine approaches aim to tailor treatments to individuals, improvements are needed in the detection of existing biomarkers and genomic, epigenomic, and proteomic changes that occur during disease development. This would have potential impact on medication selection and targeted therapy, reduce adverse effects, improve cost effectiveness, and shift the goal of medicine from reactive […]

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