Using Translation Models to Decode Overt Speech from BCI

Creating speech neuroprostheses, or devices that can help restore the ability to speak to people who have lost it due to neurological damage or disorder is extremely important because it can greatly improve the quality of life for these individuals. Despite this, there has not been a widely successful solution to this issue yet because […]

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Explainable AI for Predicting Chronic Homelessness

Homelessness is a pressing issue. In Canada, more than 235,000 individuals experience homelessness every year and on any given night, between 25,000 and 35,000 people may be affected. The general goal of this project is to develop machine learning (ML)-based tools to help with the process of tackling the issue of chronic homelessness. More specifically, […]

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Liver transplant dashboard application

My project’s goal is to create an efficient application that would demonstrate the prediction of the survival and mortality risks of a certain patient generated by a deep learning algorithm, and provide doctors with all the relevant data surrounding this prediction. I am going to work on the ways to implement this application into doctors’ […]

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A Smart Prosthetic Liner

Lower limb prosthesis users typically wear a silicone liner on their residual limb, which is the interface between their body and the prosthetic socket. Knowing the in-socket pressure distribution is extremely beneficial in ensuring proper socket fit and thus better gait and higher quality of life for amputees, considering the need of amputees for a […]

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Deep learning based ultrasound guidance for robotic spinal interventions

Pedicle screws are used often in a spinal fusion to add support and strength to the fusion while it heals. Traditionally, a large incision is made to implant screws and rods that stabilize the spine. In contrast, percutaneous pedicle fixation is a minimally invasive spine surgery technique, performed through the skin without a traditional large […]

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Expanding the product spectrum of anaerobic digestion for a circular economy

Canada has enormous potential to recover renewable energy and chemicals from over 18 million tonnes of waste generated annually while simultaneously reducing greenhouse gas (GHG) emissions associated with landfilling that account for 13% of national methane emissions. The proposed project will develop the fundamental science and technologies needed to realize sustainable waste to chemicals manufacturing […]

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Decolonizing our Data: Integrating Indigenous Perspectives and Ways of Knowing Within the Kingston Resiliency Dashboard Project

Based on the intersection of: (1) the lack in understanding the effects of COVID-19 on various municipal sectors; and (2) the necessity of integrating Indigenous perspectives and data concerning contemporary Indigenous communities within the Kingston area, in informing how to build resiliency, Indigenize projects, and decolonize research, this research seeks to Indigenize the Kingston Resiliency […]

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Agro materials derived nano activated carbon for absorption of heavy and toxic metals from Industrial effluents

Our goal is to achieve environmental sustainability while facing severe resource constraints (including a lack of financial resources, skilled labor, and available power sources) by using innovative and non-conventional technologies. Agricultural products have been demonstrated to be an effective alternative to conventional treatment systems for the adsorption-based removal of hazardous heavy metals such as chromium […]

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Examining the implementation of a free physical activity program for grade 5 children in London, Ontario

Physical activity is an important part of children’s development. However, a majority of Canadian children are not meeting the national recommendation of 60-minutes of physical activity. To counter this issue, London’s Child and Youth Network (CYN) developed the ACT-i-Pass Program, a physical activity program that offers free recreational programming to grade 5 children in the […]

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Flow-through uroflow for the assessment and management of lower urinary tract symptoms

Uroflow is an important tool in the urology clinic for assessing and managing lower urinary tract symptoms (LUTS). These include things like urinating very frequently or difficulty with your stream. Uroflow typically involves urinating into weight-sensing collection vessel that records urine flowrate. Although non-invasive, these systems have limitations. Patients typically undergo testing in uncomfortable and […]

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Development of a medical training mannequin for ultrasound-guided needle interventions

Achievement of competence in medical interventions requires practice, and early stages of practice are best done in simulation, typically using some combination of digital (computer generated) and physical (mannequin) models. The overall objective of the pro;osed MITACS Globalink project is to design, implement and evaluate a practical embodiment of the novel low-cost ultrasound-guided kidney intervention […]

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