Interoperative Performance Measurement of Surgeons using Deep Learning

Surgery is undoubtedly one of the most important events in a person’s life. It is thus imperative that a feedback system is in place to ensure that proper care is provided to patients during surgery. Currently, such systems involve experienced surgeons watching hours of surgery to determine how well the surgery was performed based on […]

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Open-domain Contextual Conversation Generation

The objective of the project is to design a system that is able to generate context-wise reasonable and meaningful responses to open-domain conversation queries. In open-domain conversation generation, the retrieval-based methods and neural network generative models are two main approaches; there are also some recent research about improving the context consistency of conversation generation. In […]

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Using advanced analytics to develop a multimodal signature of concussion and post-concussive syndrome

Concussions are extremely common in deployment and in military and civilian activities (i.e. sports). Persisting symptoms that make up “post-concussive syndrome” (PCS) including headaches, balance difficulties, depression and anxiety can occur in 10-15% of cases. The diagnosis of concussion and PCS is currently based on a patient’s report of their symptoms and a physical exam. […]

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Instituting Composite Knowledge About Living Architectural Systems

This project seeks to accumulate information on several focused research initiatives, either recently completed or currently being conducted by partners of the Living Architectural Systems (LAS) group, and provide analysis of these with respects to their potential contribution to a paradigm of “living systems” in architecture. This project is embedded in the need to transcend […]

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DNA Isolation, Stretching and Tethering from Whole-Blood for Super-Resolution Imaging

Cell-free DNA (cfDNA) are small chromosomal fragments found in trace amounts within our blood and are usually produced through various physiological processes such as cellular secretion, apoptosis or necrosis. Levels of cfDNA have been shown to significantly increase during the onset, growth and metastasis stages of various cancers, making them a potential biomarker in liquid […]

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Modeling Oxygen Behaviour in Point-of-Care pO2 Devices

A mathematical model is to be developed that describes how oxygen can move in a point-of-care blood gas sensor. The sensor measures the partial pressure of oxygen in a blood sample. Oxygen can move throughout the cartridge by diffusing through the various materials that make up the cartridge. The extent to which the oxygen can […]

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Functional investigation of the human knee

The knee is the joint that is the most affected by sport trauma and osteoarthritis and a lack of proper models significantly affects our ability to make appropriate diagnosis and propose effective treatment. This research project with Frederic Marin from the University of Technology in Compiegne, France, aims to develop a mathematical model to analyse […]

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Talent Migration for Innovation & Growth: Case of Israel

This project examines how technology firms in Tel Aviv and Haifa, Israel attract and retain migrants with skills in science, technology, engineering, and mathematics (STEM). Israel strongly depends on its innovative technology firms; however, there is a growing awareness that Israel’s economy and innovativeness could lose momentum due to job shortages in the STEM sector. […]

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Modeling and design improvement of a novel energy conversionprocess

The industrial partner has developed a novel system to convert low-grade heat into electricity. However, the system needs to be studied further through scientific research to help with optimizing the product development, component design, and overall system performance for commercialization. In the proposed research project, the intern will use computational modeling to understand the fundamental […]

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Building Resilience into Canadian Housing

Resilience is toughness, or the ability to function and bounce back after a traumatic event. In this Mitacs research project, the focus is on housing, and resilience results from features that protect Canadian lives and property from natural disasters. One of the ways that governments ensure the safety of Canadians is through The Canada Model […]

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