Automated diagnosis of liver fibrosis and steatosis using deep-learning algorithms applied to conventional liver ultrasound

Non-alcoholic fatty liver disease (NAFLD) is one of the most common liver disorders worldwide. NAFLD could lead to end-stage liver disease and considered as one of the most common causes of liver transplantation. Moreover, a large number of liver transplant recipients develop NAFLD after transplantation due to side effects of the medications that they have […]

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Development of microneedle array patch for COVID-19 vaccine delivery

COVID-19 is a global pandemic with no effective therapeutic and preventive agents. Given the high infectivity of the SARS-CoV-2 and severity of the disease, vaccines are urgently needed to tackle the infection of this novel coronavirus. Thus far, various types of vaccine candidates, in different stages of preclinical testing and clinical trials, are being explored, […]

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Effect of Music on Interbrain Synchrony: A Close Look at Triad of Disabled Children, Parents and Music Therapist – Year two

Kids with one, two or three or more disabilities require special care and rehabilitation services. Specifically, for children with severe disabilities who are non-speaking, the opportunities for social interaction and participation are often limited. However, it is believed that these children continue to form relationships with those around them and that the brain encodes these […]

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Towards the Development of a Prognostic tool for Harmful Algal Blooms – Year two

The Laurentian Great Lakes and many Canadian inland waters have experienced a resurgence of cyanobacteria-dominated harmful algal blooms (cHABs), which negatively impact recreational uses, aesthetics, taste and odor in drinking water. The presence of toxins can also have dire repercussions on aquatic wildlife and human health. The factors that influence the occurrence and magnitude of […]

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Quality Assurance and Safety Tools for Emerging Drone Technologies

Drone Delivery Canada (DDC) designs and operates high performance Remotely Piloted Aerial Systems (RPAS) to deliver payloads between depots and warehouses. Safety and quality assurance (QA) play an integral role in assuring that drone technology is accepted by the public, consumers, and the Canadian government. The demand for more advanced testing on both the drone […]

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Redesigning the organization of the future: an investigation and experimentation of new impact-driven business and operational models.

Groundswell, a Toronto-based design consultancy, is seeking to understand, study and experiment with new non-hierarchical organization structures. In partnership with UofT’s Business Design Initiative research team, they will investigate and experiment with the redesign of for-purpose and value-driven organizations to better respond to today’s economic climate described as volatile, uncertain, complex and ambiguous or VUCA. […]

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Optimization of an Industrial-scale Water Atomization Process to Produce High-Grade Metal Powders

Powder Metallurgy (PM) and Metal Additive Manufacturing (Metal AM) are sets of processes to produce net-shape or near-net-shape metal parts from metal powders, and so they offer material and energy saving. These processes, however, require powders of strict specifications like particle size distribution and shape. Water Atomization (WA) of a molten metal is a cost-effective […]

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Identifications of various defect types during a fused deposition modeling process based on deep learning technology

This project is to purpose to use computer vision to identify the various error types during the operation of 3D printers to boost their throughput and enhance their application in the manufacturing industry. Nevertheless, due to the lack of precision and controllability inside the printers, engineers cannot achieve a reliable printing process and acceptable quality […]

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Assessing COVID-19 Impacts on Urban Travel and Activity Patterns Employing Cellphone Travel Data

COVID-19 impacts on travel are unprecedented, affecting virus-spread, transportation services delivery, and how people will eventually safely participate in economic, educational and social activities. These impacts vary substantially across neighbourhoods, often worsening existing inequities in Canadian cities. This project will accelerate research for deriving insights about COVID-19 from TELUS network location data. Specifically, it will […]

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Zero+ Fleet Energy Simulation Tool

In many cities, fleet operators are evaluating the potential environmental benefits of replacing gasoline-fuelled vehicles by alternative vehicles, particularly electric vehicles. In this process, reductions in energy consumption and greenhouse gas emissions can be achieved. In this project, the company HDR proposes to partner with the Transportation and Air Quality (TRAQ) research group at the […]

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Expanding Web-Based Educational Opportunities for Canadian Students in STEM

The closure of schools across Canada during the COVID-19 pandemic has revealed significant gaps in educational provision. In addition, K-12 teachers have had difficulty finding learning resources related to the programs they are responsible for teaching. When students fall behind in school, they develop a learning gap with their peers. Learning gaps are relatively common […]

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