Learning Discussion Thread Representations to Empower Conten-based Recommendation

VerticalScope is a company that owns online forums in many domains, such as automotive, health, technology, and powersports. VerticalScope uses a content based recommender system to mitigate the cold start problem, where a large portion of traffic on the forums are made by unregistered users. The goal of this project is to learn representations of […]

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Infection and Immunity Screening

The COVID-19 crisis in Canada has transformed from one of containment to one of mitigation, as the disease has begun to spread through the community, slowed by “social distancing.” An ideal mitigation strategy requires extensive testing to determine (i) who has COVID-19, (ii) who has recovered from it (presumably with immunity), and (iii) who has […]

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Enhanced Content-Based Similarity Detection for Book Recommendation

Recommendations is one of the main ways Kobo users discover content on the platform. By using purchase history, Kobo can suggest other books similar to a certain item. However, this does not provide meaningfulrecommendations in some cases, especially for bestsellers and fiction books. Currently, only for books that have no purchase history does Kobo supply […]

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The Development of Anti-gingivitis Probiotics Derived From the Human Oral Microbiome

The human oral cavity contains over 700 different bacterial species. In healthy people, these bacteria are living in harmony and not likely to cause diseases. However, sometimes this bacterial balance is disturbed as the oral pathogenic bacteria start to overgrow causing many oral implications such as halitosis, sore throat, dental caries and gingivitis. A promising […]

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Going On-line with Cognitive Rehabilitation: Testing and Implementing Web-based Goal Management Training at Clinical and Commercial Levels – Year two

Goal Management Training® (GMT) is a Baycrest cognitive intervention that has been studied extensively, applied clinically, and manualized into kits for clinicians that have been commercially available since 2012. GMT targets executive functions, a collection of higher-level abilities involved in planning, organization, strategy, and inhibition. Executive impairment can be seen in normal aging as well […]

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Development of bead-based detection of SARS-CoV-2 IgM/IgG in a multiplex POCT platform

COVID-19 is a highly infectious respiratory disease that is caused by the SARS-CoV-2 virus. RT-qPCR is a nucleic acid testing that is widely adapted to confirm the infection. Point-of-care IgM/IgG testing strips have been adopted in some countries for screening and surveillance. However, these antibody testing strips are restricted to a positive/negative testing result. Because […]

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Understanding the Mechanism of Probiotics for Oral & Respiratory Health

Dose has developed a new probiotic that targets several aspects of oral and respiratory health. This project aims to understand the exact mechanism of our probiotic’s inhibitory properties against the pathogens associated with the above diseases. Dose is a new start-up in the probiotic/microbiome health sector, and this project will allow for improved technology and […]

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Machine learning and the COVID Black Box: Safe monitoring of COVID-19 ICU beds, assessment centres, and surgeries

The project aims to optimize healthcare provider and patient safety and monitor PPE use, to optimize resource utilization during the COVID-19 pandemic. Assessment of surgical data from an operating room is a complex process that may require significant resources such as expert input and advanced technology. Automation brings a considerable opportunity to greatly reducing these […]

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Development and evaluation of the OptiSolve Pathfinder optical assay for viral particle detection on surfaces in environmental monitoring

OptiSolve Pathfinder is a diagnostic tool that allows the easy identification of contamination on surfaces through imaging. Although viral and bacterial organisms are always a threat, during the current COVID-19 pandemic, the ability to easily identify and quantify viruses is of primary importance. The Pathfinder solution developed by OptiSolve will significantly improve quality of care, […]

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