Calibration-Free Continuous Pulse Oximeter Monitoring Using Deep Learning

Oxygen saturation, i.e. SpO2 is the fifth most important vital sign after heart rate (HR), body temperature (BT), blood pressure (BP), and breathing rate (BR). Oxygen saturation indicates if sufficient oxygen is being supplied to the body. Continuous SpO2 monitoring is highly beneficial for detection and prevention of several diseases. In more details, continuous SpO2 […]

Read More
Photoacoustic remote sensing microscopy for pre-clinical and clinical applications

There is a desperate need for a fast, non-contact, non-invasive, safe and accurate technique that can measure oxygen saturation, oxygen metabolic activity and multilayered histology-like information. Oxygen saturation and oxygen metabolic activity play a vital role in understanding several diseases including early tumour and vision loss diagnosis and treatment. Additionally, when the oncologic care team […]

Read More
Strengthening capacity of Canadian civil society organizations and their partners in the Global South to address gender inequality: Engagements, perceptions and uses of feminist approaches in international development

The goal of this project is to strengthen the capacity of Canadian civil society organizations (CSOs) working around the world to combat gender inequality. The Mitacs post-doctoral candidate, working closely with the Canadian Council of International Co-operation, a coalition of over 80 CSOs in Canada, will examine how different feminist approaches are applied in international […]

Read More
Mitigation of CO2 in the emissions of stand-alone electricity generators

In Canada, there are over 280 communities that are off the grid, the majority of which are First Nation. They use stand-alone diesel-powered electricity generators to supply their basic needs, and whilst there are plans to provide renewable energy alternatives, this will take time. In addition, there are a growing number of generators that burn […]

Read More
Evaluating dining improvements in Schlegel Villages

This project is focused on evaluating dining improvements being implemented by the partner organization, Schlegel Villages (SV). The first study involves one SV where the CHOICE+ Program is currently being piloted. CHOICE+ is a team-based approach to making physical and psychosocial improvement. The team is guided by Champions to make these changes over time; changes […]

Read More
An information-theoretic framework for understanding generalization in neural networks

Deep neural network (DNN) is a class of machine learning algorithms which is inspired by biological neural networks. DNNs are themselves general function approximations, which is the reason they can be applied to almost any machine learning problem. Their applications can be found in visual object recognition in computer vision, translating texts in unsupervised learning, […]

Read More
The effects of a step-wise exercise regime and dietary soluble fiber intake on behaviour and welfare, gut health, and metabolism in mid-distance training sled dogs

Regular exercise has also been associated with positive effects on the health and mood of dogs, although extreme exertion, such as that experienced by sporting dogs, can lead to activity-related injuries and a reduction in welfare. Sporting dogs commonly experience gastrointestinal upset, but trainers tend to not recognize the importance of dietary fiber to support […]

Read More
Faith-Based Discrimination and Mental Health: Gaps in Service for Muslim Women Seeking Mental Health Care Services

Members of Canada’s Muslim communities face unique mental health care needs as their racial and religious background informs identify and experience. Researchers, advocates and service providers are starting to understand the unique mental health needs of Muslim communities, but we are still learning about how the mental health care system can provide the most appropriate […]

Read More