Supporting the mental health of Canadians in times of pandemic: Exploring the impacts of the COVID-19 crisis on wellbeing and validating context-appropriate e-mental health interventions

The COVID-19 pandemic has caused disruptions in multiple spheres of life and increased psychological distress, depression, and anxiety in many Canadians. With practices of social distancing implemented by the governments combined with an increased demand for psychological support, mental health agencies are forced to be creative and develop e-mental health interventions and tools. The current […]

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Informing Socially Conscious GSNAs : A Collaboration with Bumble

Geo-social networking applications (GSNAs) are quickly and radically impacting our cultural landscape in terms of gender identities, sexual practices, use of public space, commerce, and quality of life. GSNAs, like Bumble, use cell phones and satellites to create computer-mediated communication whereby users exchange a series of electronic messages and participate in different relational activities via […]

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Model for assessment of risks of going missing in persons living with dementia during and post COVID-19 pandemic

According to the Institute for Health Metrics and Evaluation, the number of global deaths and disabilities related to mental health conditions, such as Alzheimer’s disease and related dementias, has risen in recent years. This applies to Canada in the same way, causing premature deaths and disabilities. The general objective of this project is to define, […]

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Real-time Optimization of Freshwater usage in Aquatic Facilities based on Occupancy and Water Quality data Using Machine Learning Methods.

In this research, occupancy monitoring data, temperature and humidity, and water quality parameters data collected through image processing and Internet of Things (IoT) sensors from multiple swimming pools are going to be processed and analyzed to identify the meaningful relations between these parameters and freshwater usage. The aim is to identify correlations between parameters and […]

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Smart Particles to Prevent COVID-19 Infection & Complications

The COVID-19 pandemic has had an unprecedented global effect. While social distancing and proper PPE can minimize the spread of the virus, at risk populations have remained vulnerable. With additional waves of infection are likely to occur, there is an urgent need for an innovative protective solution. In the current project, we will repurpose a […]

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Semi and weakly supervised clinical data labelling for deep learning NLP

We are building a machine learning algorithm to be able to better understand the messy clinical notes that doctors write on patients and to automatically structure them. This will help hospitals and healthcare systems standardize and extract insights from these notes to make them more useful for determining how sick COVID patients are and how […]

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The Acquisition of Land for Community Benefit: Dynamics of Organizational Structure and Management

Union: Sustainable Development Co-operative (Union Co-operative) seeks to democratize city-building by empowering its members to collectively buy, upgrade, and manage commercial and residential properties to improve the environmental, social, and economic health of Waterloo Region. This project will support the evolution of the Co-operative’s model, the development of affordable housing for refugees, and create templates […]

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Novel Portable Sensor to Reveal “Hidden” COVID-19 Infection

In Canada, as of April 21, only 569,878 people (~1.5% of the population) have been tested, with more than 38,413 positive COVID-19 cases identified; yet most people, including the asymptomatic COVID-19 cases, are not eligible for testing. Given that as many as 45% of all COVID-19 cases lack the known symptoms, or so-called asymptomatic cases, […]

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Detection of PPE in healthcare settings using machine learning

We propose utilizing real-time image detection of humans (visitors and healthcare workers) using personal protective equipment (I.e. masks, gloves, and gowns) in healthcare settings. This system would ensure proper compliance of PPE use to reduce the transmission COVID and other healthcare based infections, thereby saving lives, reducing hospital stays and costs. This builds off literature […]

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“Dinner in the Street”: dining outdoors safely in the post-Covid city

Working closely with me, the two interns will have an opportunity to engage with a timely question engendered by the global pandemic: What is changing in our approach to the public realm, and how can we embrace these changes as positive forces in urban design. We will be working quickly on a time-sensitive challenge, in […]

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